{"id":1530,"date":"2024-07-05T09:45:30","date_gmt":"2024-07-05T09:45:30","guid":{"rendered":"https:\/\/www.dmbi.org\/?page_id=1530"},"modified":"2024-07-05T10:30:14","modified_gmt":"2024-07-05T10:30:14","slug":"portfolio","status":"publish","type":"page","link":"https:\/\/www.dmbi.it\/en\/portfolio\/","title":{"rendered":"DMBI \u2013 Portfolio"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1530\" class=\"elementor elementor-1530 elementor-1066\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-000c788 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"000c788\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-7e6ef2e\" data-id=\"7e6ef2e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-91662fd elementor-widget elementor-widget-theme-site-logo elementor-widget-image\" data-id=\"91662fd\" data-element_type=\"widget\" data-widget_type=\"theme-site-logo.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.dmbi.it\/en\/\">\n\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"512\" height=\"263\" src=\"https:\/\/www.dmbi.it\/wp-content\/uploads\/dmbi-horizontal.png\" class=\"attachment-full size-full wp-image-11\" alt=\"\" srcset=\"https:\/\/www.dmbi.it\/wp-content\/uploads\/dmbi-horizontal.png 512w, https:\/\/www.dmbi.it\/wp-content\/uploads\/dmbi-horizontal-300x154.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-46a7bd5\" data-id=\"46a7bd5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-967f1c8 elementor-nav-menu__align-end elementor-hidden-tablet elementor-hidden-phone elementor-nav-menu--dropdown-tablet elementor-nav-menu__text-align-aside elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"967f1c8\" data-element_type=\"widget\" data-settings=\"{&quot;layout&quot;:&quot;horizontal&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;i class=\\&quot;fas fa-caret-down\\&quot;&gt;&lt;\\\/i&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;toggle&quot;:&quot;burger&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t<nav class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-none\">\n\t\t\t\t<ul id=\"menu-1-967f1c8\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-381\"><a href=\"https:\/\/www.dmbi.it\/en\/company\/\" class=\"elementor-item\">Company<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-394\"><a href=\"https:\/\/www.dmbi.it\/en\/services\/\" class=\"elementor-item\">Services<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1587\"><a href=\"https:\/\/www.dmbi.it\/en\/academy\/\" class=\"elementor-sub-item\">Academy<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1588\"><a href=\"https:\/\/www.dmbi.it\/en\/technologies\/\" class=\"elementor-sub-item\">Technologies<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1589\"><a href=\"https:\/\/www.dmbi.it\/en\/portfolio\/\" class=\"elementor-item\">Portfolio<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-393\"><a href=\"https:\/\/www.dmbi.it\/en\/news\/\" class=\"elementor-item\">News<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-392\"><a href=\"https:\/\/www.dmbi.it\/en\/work-with-us\/\" class=\"elementor-item\">Jobs<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open eicon-menu-bar\"><\/i><i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close eicon-close\"><\/i>\t\t\t<span class=\"elementor-screen-only\">Menu<\/span>\n\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-967f1c8\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-381\"><a href=\"https:\/\/www.dmbi.it\/en\/company\/\" class=\"elementor-item\" tabindex=\"-1\">Company<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-394\"><a href=\"https:\/\/www.dmbi.it\/en\/services\/\" class=\"elementor-item\" tabindex=\"-1\">Services<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1587\"><a href=\"https:\/\/www.dmbi.it\/en\/academy\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Academy<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1588\"><a href=\"https:\/\/www.dmbi.it\/en\/technologies\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Technologies<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1589\"><a href=\"https:\/\/www.dmbi.it\/en\/portfolio\/\" class=\"elementor-item\" tabindex=\"-1\">Portfolio<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-393\"><a href=\"https:\/\/www.dmbi.it\/en\/news\/\" class=\"elementor-item\" tabindex=\"-1\">News<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-392\"><a href=\"https:\/\/www.dmbi.it\/en\/work-with-us\/\" class=\"elementor-item\" tabindex=\"-1\">Jobs<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f075be4 elementor-icon-list--layout-inline elementor-align-right elementor-hidden-desktop elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"f075be4\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6Mzk2LCJ0b2dnbGUiOmZhbHNlfQ%3D%3D\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bars\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Menu<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8573b9e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8573b9e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-285f53b\" data-id=\"285f53b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-94b8be7 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"94b8be7\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4854955 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4854955\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7f91c7b\" data-id=\"7f91c7b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6d5ec4b elementor-widget elementor-widget-heading\" data-id=\"6d5ec4b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Portfolio<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56b9ca8 elementor-widget elementor-widget-heading\" data-id=\"56b9ca8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Portfolio<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-754d313 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"754d313\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-cd8df0c elementor-hidden-phone\" data-id=\"cd8df0c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-38e0c10\" data-id=\"38e0c10\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-35fb8f8 elementor-widget elementor-widget-text-editor\" data-id=\"35fb8f8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>This portfolio showcases our expertise and ability to combine cutting-edge technologies to deliver tangible solutions that address real business needs. Through a selection of case studies, we demonstrate how DMBI Consultants has helped companies of all sizes and across industries achieve their business goals. The presented cases represent just a glimpse of our capabilities and commitment to innovation. We are constantly researching and developing new solutions to help our clients maximize the value of emerging technologies.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-e8b0a1c elementor-hidden-phone\" data-id=\"e8b0a1c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-d5dc268 e-con-full e-flex e-con e-parent\" data-id=\"d5dc268\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4a2eb1b ee-heading--solid elementor-widget elementor-widget-heading-extended\" data-id=\"4a2eb1b\" data-element_type=\"widget\" data-settings=\"{&quot;title_long_shadow_enable&quot;:&quot;yes&quot;,&quot;title_long_shadow_color&quot;:&quot;#DEDEDE&quot;,&quot;title_long_shadow_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:100,&quot;sizes&quot;:[]},&quot;title_long_shadow_direction&quot;:&quot;bottom-right&quot;}\" data-widget_type=\"heading-extended.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t\t<h1 class=\"ee-heading elementor-size-default\" data-title=\"||Business Intelligence\"><span class=\"ee-heading__text\">\n\t\t\t||Business Intelligence\t\t<\/span><span class=\"ee-heading__long-shadow\">\n\t\t\t||Business Intelligence\t\t<\/span><\/h1>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-140d94e e-con-full e-flex e-con e-child\" data-id=\"140d94e\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div 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custom CSS for container, class: .elementor-element-2370eb0 *\/.elementor-1660 .elementor-element.elementor-element-2370eb0 {\n    backdrop-filter: blur(5px);\n}\/* End custom CSS *\/\n\/* Start custom CSS for post-info, class: .elementor-element-677042b *\/.elementor-1660 .elementor-element.elementor-element-677042b .elementor-post-info__terms-list-item {\n    background-color: #313335;\n    padding: 0 0.5em 0.2em;\n    border-radius: 0.5em;\n    color: #F2F2F2;\n}\n\n.elementor-1660 .elementor-element.elementor-element-677042b .elementor-post-info__terms-list {\n    line-height: 2em;\n}\/* End custom CSS *\/<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-2145 post-2145 caso-studio type-caso-studio status-publish hentry settore-business-intelligence tecnologia-power-bi\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Telco<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Monitoring Telco Operators B2B &#038; B2C<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Provide full visibility across a complex infrastructure to reduce operational risks. The system aims to monitor line activation and deactivation processes to improve <strong>performance-driven decision-making<\/strong>.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Development of <strong>dynamic monitoring<\/strong> systems for FTTH and FTTC activations, migrations, and terminations. The project includes analyzing network usage trends and geographic segmentation of B2B versus B2C performance, integrating everything with centralized governance on SharePoint.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Power BI<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-2141 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-2141 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/unavailable-disconnected-inaccessible-unable-connect-concept-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-2141 post-2141 caso-studio type-caso-studio status-publish hentry settore-business-intelligence tecnologia-power-bi tecnologia-sql\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">IT Governance<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">IT Incident Reporting &#038; SLA Control<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Shift from reactive ticket management to proactive governance of business stability. The goal is to <strong>monitor IT performance<\/strong> and ensure compliance with <strong>Service Level Agreements (SLAs)<\/strong> through data transparency at the executive level.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Integrated data models were designed that unite ticketing and monitoring data in a star-schema architecture. Advanced KPI systems were developed in <strong>Power BI<\/strong> for <em>root cause analytics<\/em> and to gain full visibility into workload distribution.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Power BI<\/span>, <span class=\"elementor-post-info__terms-list-item\">SQL<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-1475 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-1475 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/Foto-di-Austin-Distel-su-Unsplash-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-1475 post-1475 caso-studio type-caso-studio status-publish has-post-thumbnail hentry settore-business-intelligence tecnologia-sas tecnologia-tableau\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Banking<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Reporting in Credit Risk<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Imagine a tool that allows you to monitor the creditworthiness of customers and identify potential risks.<\/p>\n<p>The project involved the creation of a sophisticated credit risk monitoring tool, using the SAS and Tableau programming languages.<\/p>\n<p>This tool was designed to provide a comprehensive and detailed overview of credit exposures, enabling financial institutions to make informed and proactive decisions to mitigate risks.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Dynamic and interactive dashboards have been created using Tableau Business Intelligence software, providing a comprehensive and detailed overview of the bank&#8217;s financial situation and customer credit quality.<\/p>\n<p>The dashboards offer an immediate and intuitive view of various metrics regarding:<\/p>\n<ul>\n<li>The overall health of the bank (volume of guaranteed and non-guaranteed exposures, number of customers, distribution of guarantees);<\/li>\n<li>Customer creditworthiness (stage allocation according to IFRS9 principles, internal credit rating assigned to loans, transition matrices on the evolution of the debtor&#8217;s classification).<\/li>\n<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">SAS<\/span>, <span class=\"elementor-post-info__terms-list-item\">Tableau<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-1472 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-1472 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/Foto-di-Vlad-Deep-su-Unsplash-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-1472 post-1472 caso-studio type-caso-studio status-publish has-post-thumbnail hentry settore-business-intelligence tecnologia-oracle\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Insurance<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data Integration and Reporting in Management Control<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The project&#8217;s goal was to gain a deeper understanding of the insurance business to optimize performance and customer satisfaction.<\/p>\n<p>Through a data integration process, indicators related to premium collection and claims settlement for insurance products were collected and consolidated .<\/p>\n<p>This data was then used to populate dashboards that allow for monitoring the trend of key <strong>KPI<\/strong>s for the business.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>In order to facilitate a thorough analysis of business performance, the data has been structured in a multi-factorial data warehouse based on <strong>Oracle DB<\/strong>.<\/p>\n<p>The organization of the data, segmented by territory and divided into monthly and weekly intervals, has allowed for granular extraction of information.<\/p>\n<p>To meet the specific needs of each business line, insurance product or territory, customized KPIs and reports have been developed.<\/p>\n<p>The robustness of the system has been guaranteed by the implementation of a rigorous calculation logic for reserves, lapse and claim rates.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Oracle<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-97cb826 e-con-full e-flex e-con e-parent\" data-id=\"97cb826\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b9c73c4 ee-heading--solid elementor-widget elementor-widget-heading-extended\" data-id=\"b9c73c4\" data-element_type=\"widget\" data-settings=\"{&quot;title_long_shadow_enable&quot;:&quot;yes&quot;,&quot;title_long_shadow_color&quot;:&quot;#86888A&quot;,&quot;title_long_shadow_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:100,&quot;sizes&quot;:[]},&quot;title_long_shadow_direction&quot;:&quot;bottom-left&quot;}\" data-widget_type=\"heading-extended.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t\t<h1 class=\"ee-heading elementor-size-default\" data-title=\"Predictive Analyticsss\"><span class=\"ee-heading__text\">\n\t\t\tPredictive Analyticsss\t\t<\/span><span class=\"ee-heading__long-shadow\">\n\t\t\tPredictive Analyticsss\t\t<\/span><\/h1>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-20fa801 e-con-full e-flex e-con e-child\" data-id=\"20fa801\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-f61046d e-con-full e-flex e-con e-child\" data-id=\"f61046d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0d1813c elementor-pagination-type-bullets elementor-pagination-position-outside elementor-widget elementor-widget-loop-carousel\" data-id=\"0d1813c\" data-element_type=\"widget\" data-settings=\"{&quot;template_id&quot;:1660,&quot;slides_to_show&quot;:&quot;1&quot;,&quot;slides_to_show_tablet&quot;:&quot;1&quot;,&quot;speed&quot;:1000,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:12,&quot;sizes&quot;:[]},&quot;_skin&quot;:&quot;post&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;edit_handle_selector&quot;:&quot;.elementor-widget-container&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;pagination&quot;:&quot;bullets&quot;,&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"loop-carousel.post\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"swiper-container elementor-loop-container elementor-grid\" dir=\"ltr\">\n\t\t\t\t<div class=\"swiper-wrapper\" aria-live=\"off\">\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-1786 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-1786 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/Foto-di-Mika-Baumeister-su-Unsplash-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-1786 post-1786 caso-studio type-caso-studio status-publish hentry settore-predicitive-analytics tecnologia-python\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Image Processing<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Object detection using Satellite Imagery<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The biodiversity of our planet is in rapid decline, threatened by climate change, the introduction of invasive species, and human activities, a problem that also afflicts protected areas.<\/p>\n<p>To address this challenge and monitor the ongoing transformations more effectively, local authorities have adopted an innovative approach based on the use of free satellite imagery provided by the Sentinel-2 mission.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>In practice, sophisticated Machine Learning algorithms were employed to analyze the data collected by satellites and translate them into detailed maps showing the distribution of different types of vegetation across the territory.<\/p>\n<p>These maps, once compared with data collected through accurate field surveys, allowed researchers to precisely identify the areas hosting the highest concentration of biodiversity, veritable &#8220;hotspots&#8221; requiring particular attention for protection.<\/p>\n<p>This project concretely demonstrates how the use of remote sensing, that is, the acquisition of information remotely via sensors such as satellite sensors, can contribute to reducing costs while improving the effectiveness of biodiversity conservation initiatives.<\/p>\n<p>In other words, thanks to this technology, it is possible to monitor vast territories more efficiently and in a targeted manner, optimizing the efforts and resources dedicated to environmental protection.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Python<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-1532 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-1532 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/Foto-di-Alexander-Schimmeck-su-Unsplash-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-1532 post-1532 caso-studio type-caso-studio status-publish hentry settore-predicitive-analytics tecnologia-python\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Image Processing<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Object Detection using satellite Imagery<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Illegal land occupation for waste disposal is a problem that causes serious enviromental and health damage.<\/p>\n<p>To combat this phenomenon, a local administration has launched a project aimed at identifying, through high-resolution satellite images, geographical areas where illegal landfills may be present.<\/p>\n<p>The use of Machine Learning algorithms allows for the rapid and efficient analysis of large quantities of images. The information obtained can be used to plan targeted control interventions by component authorities.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>To implement the project, an AI model was developed that analyzes images of the territory, divided into pixels or tiels.<\/p>\n<p>The model, through sophisticated algorithms, is able to recognize the typical characteristics of an illegal landfill.<\/p>\n<p>This technology, combined with an approach that involves institutions, can contribute to creating a more sustainable and cleaner future.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Python<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-1498 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-1498 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/Foto-di-Jakub-Zerdzicki-su-Unsplash-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-1498 post-1498 caso-studio type-caso-studio status-publish hentry settore-predicitive-analytics tecnologia-python\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Energy<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Day-ahead price forecast in the electricity market<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The Italian Power Exchange (IPE) is a wholesale market where electricity and natural gas are bought and sold.<\/p>\n<p>The National Single Price (PUN) is Italy&#8217;s reference electricity price. It is set for each hour of the day and represents the weighted average of the zonal prices of electricity sold.<\/p>\n<p>This project aimed to equip energy market players with innovative tools to navigate the sector&#8217;s complexity with greater awareness and proactivity.<\/p>\n<p>The goal was to create a predictive model capable of anticipating the daily trend of the PUN, providing operators in the sector with a strategic\u00a0 overview to optimize their choices.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The PUN forecasting project adopted an innovative approach to estimate the trend of energy prices.<\/p>\n<p>Through the simulation of stochastic models, the complex mechanisms that influence the dynamics of PUN have been replicated.<\/p>\n<p>By integrating Data Science and Business Intelligence techniques, it was possible to extract knowledge from a vast amount of historical data, identifying the key factors that influence price fluctuations.<\/p>\n<p>The project was developed using Python language.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Python<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-1492 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-1492 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/Foto-di-Katherine-Hanlon-su-Unsplash-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-1492 post-1492 caso-studio type-caso-studio status-publish has-post-thumbnail hentry settore-predicitive-analytics tecnologia-sas\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Medicine<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Acupuncture for Facial Pain<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Auricular acupuncture is a technique that involves stimulating specific points on the auricle (the outer ear) with thin needles.<\/p>\n<p>In collaboration with researchers from Umberto I University Hospital, a study was conducted to evaluate auricular acupuncture as a method for pain relief. The study collected and analyzed both clinical and molecular data to obtain a comprehensive picture of the effectiveness of this technique.<\/p>\n<p>The researchers sought to identify biomarkers associated with the therapeutic effects of auricular acupuncture.<\/p>\n<p>Previous studies have shown that acupuncture can be effective in treating various types of pain, including headaches, joint pain, and menstrual cramps.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>In this project, clinical data associated with four different patient groups (pain patients, active treatment group, placebo treatment group, and control group) were processed to monitor their pain levels.<\/p>\n<p>Saliva samples were also collected before and after treatment to assess changes in salivary biomarkers.<\/p>\n<p>The collected data were analyzed using inferential statistical techniques, including t-tests and regression models, to identify differences between groups and correlations between variables.<\/p>\n<p>The results were organized into comprehensive reports generated using SAS.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">SAS<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-1489 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-1489 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/Foto-di-Quang-Tri-NGUYEN-su-Unsplash-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-1489 post-1489 caso-studio type-caso-studio status-publish has-post-thumbnail hentry settore-predicitive-analytics tecnologia-sas\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Medicine, Predictive<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">REP Project<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Rapid palatal expansion (ERP) is an orthodontic procedure used to widen the palate in children with a narrow jaw. Despite its effectiveness, it is a method that can cause pain and discomfort in patients.<\/p>\n<p>The purpose of the project, carried out in collaboration with the Umberto I University Hospital of Rome, was to provide information on the nature of the pain associated with ERP.<\/p>\n<p>The information collected may be useful to orthodontists to improve patient comfort and personalize treatment.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The project involved the analysis of questionnaires completed by children undergoing ERP treatment.<\/p>\n<p>Through the data collected, it was possible to identify any correlations between different variables, such as the age, sex, and skeletal maturity of the children and their perception of pain.<\/p>\n<p>The results obtained were presented in detailed reports, created with SAS, wich included tables, graphs and statistical indicators.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">SAS<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-1488 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-1488 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/Foto-di-National-Cancer-Institute-su-Unsplash-1.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-1488 post-1488 caso-studio type-caso-studio status-publish has-post-thumbnail hentry settore-predicitive-analytics tecnologia-sas\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Medicine<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Myectomy Project<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>In collaboration with the Sapienza University of Rome, we conducted a study on a dataset of patients who underwent myocardial recascularization (a surgical procedure that involves removing a portion of the thickened muscle and normalizing mitral valve function).<\/p>\n<p>The goal of the project was to create a model, using descriptive and inferential statistical techniques, that could help surgeons assess the appropriateness of the procedure.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>To carry out the project, a dataset\u00a0 with information on patient parameters before and after surgery was created.<\/p>\n<p>Hierarchical clustering models were developed to group patients based on the similarities of their pre- and post-operative parameters.<\/p>\n<p>A logistic regression model was built using pre-operative parameters to predict the probability of improvement in parameters after myectomy.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">SAS<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-1466 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-1466 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/Foto-di-Eugene-Triguba-su-Unsplash-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-1466 post-1466 caso-studio type-caso-studio status-publish has-post-thumbnail hentry settore-predicitive-analytics tecnologia-python\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Agritech<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Weather risk forecasting using Satellite Imagery<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Climate change is intensifying extreme weather events, causing severe damage to agricolture.<\/p>\n<p>As a result, crop insurance polices are becoming increasingly important. To optimize the management of these policies, our project involved developing a model to estimate the annual number of high-risk weather days. This has made it possible to define more accurate insurance premiums that are better suited to the actual leve of risk.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The project involved creating a database to collect the NASA MERRA mission dataset.<\/p>\n<p>Using this dataset, a Machine Learning model was trained to estimate the future days at risk of catastrophic crop events.<\/p>\n<p>The resulting model was then used to optimize the price of the crop damage insurance policy.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Python<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-1463 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-1463 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/Foto-di-Mollie-Sivaram-su-Unsplash-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-1463 post-1463 caso-studio type-caso-studio status-publish hentry settore-predicitive-analytics tecnologia-python\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Entertainment<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Sentiment Analysis<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p data-sourcepos=\"3:1-3:129\">Imagine being able to know the audience&#8217;s liking for your TV shows through the opinions expressed on social media.<\/p>\n<p data-sourcepos=\"3:1-3:129\">The goal of the project was to automatically evaluate the sentiment, or emotional orientation (positive, negative, or neutral), of tweets related to the client&#8217;s TV shows.<\/p>\n<p data-sourcepos=\"5:1-5:2\">The analysis was carried out through a comment analysis, divided into negative, positive, and neutral, using <strong>Natural Language Processing (NLP)<\/strong> techniques.<\/p>\n<p data-sourcepos=\"7:1-7:13\">The project was developed using <strong>Python<\/strong> (open source).<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p data-sourcepos=\"3:1-3:109\">The project was carried out by collecting colloquial texts for training the <strong>NLP pipeline<\/strong>, in order to allow the model to understand the desired linguistic context.<\/p>\n<p data-sourcepos=\"5:1-5:101\">A deep learning model (Keras, Scikit Learn, Tensorflow) was implemented for sentiment prediction.<\/p>\n<p data-sourcepos=\"7:1-7:5\">The activity was carried out using open-source tools.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Python<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-1459 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-1459 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/Foto-di-Paul-Felberbauer-su-Unsplash-carta-credito-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-1459 post-1459 caso-studio type-caso-studio status-publish hentry settore-predicitive-analytics tecnologia-python\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Banking<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Credit Decision Engine using Text Mining<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>In the banking world, credit risk assessment is a crucial activity.<\/p>\n<p>To keep pace with the growing volume of data, a bank decided to develop an intelligent customer credit risk classification system with us.<\/p>\n<p>The project involved the development of a text extraction engine based on Natural Language Processing (NLP) for analyzing credit reports.<\/p>\n<p>The engine, implemented in Python, used a multi-class classification model to automatically categorize reports based on the customer&#8217;s credit risk.<\/p>\n<p>The benefits of this system included the automation of the classification process, improved accuracy in credit risk assestment and reduced analysis time and costs.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>To develop this project, a dataset of credit reports labeled by managers with the risk calssification (&#8220;Unlikely to Pay&#8221; or &#8220;Likely to Pay&#8221;) was created.<\/p>\n<p>The text mining engine was analyzed and optimized to improve its performance and reliability.<\/p>\n<p>The work carried out has made it possible to increase the accuracy in the classification of credit reports.<\/p>\n<p>The integration of this system with other analysis systems has made it possible to obtain a more complete view of the financial situation of each customer.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Python<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3b93069 e-con-full e-flex e-con e-parent\" data-id=\"3b93069\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a1257c9 ee-heading--solid elementor-widget elementor-widget-heading-extended\" data-id=\"a1257c9\" data-element_type=\"widget\" data-settings=\"{&quot;title_long_shadow_enable&quot;:&quot;yes&quot;,&quot;title_long_shadow_color&quot;:&quot;#A61F23&quot;,&quot;title_long_shadow_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:100,&quot;sizes&quot;:[]},&quot;title_long_shadow_direction&quot;:&quot;bottom-right&quot;}\" data-widget_type=\"heading-extended.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t\t<h1 class=\"ee-heading elementor-size-default\" data-title=\"||Big Data\"><span class=\"ee-heading__text\">\n\t\t\t||Big Data\t\t<\/span><span class=\"ee-heading__long-shadow\">\n\t\t\t||Big Data\t\t<\/span><\/h1>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-76a359d e-con-full e-flex e-con e-child\" data-id=\"76a359d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-b56ef6c e-con-full e-flex e-con e-child\" data-id=\"b56ef6c\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bb1eab6 elementor-pagination-type-bullets elementor-pagination-position-outside elementor-widget elementor-widget-loop-carousel\" data-id=\"bb1eab6\" data-element_type=\"widget\" data-settings=\"{&quot;template_id&quot;:1660,&quot;slides_to_show&quot;:&quot;1&quot;,&quot;slides_to_show_tablet&quot;:&quot;1&quot;,&quot;speed&quot;:1000,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:12,&quot;sizes&quot;:[]},&quot;_skin&quot;:&quot;post&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;edit_handle_selector&quot;:&quot;.elementor-widget-container&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;pagination&quot;:&quot;bullets&quot;,&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"loop-carousel.post\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"swiper-container elementor-loop-container elementor-grid\" dir=\"ltr\">\n\t\t\t\t<div class=\"swiper-wrapper\" aria-live=\"off\">\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-1479 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-1479 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/Foto-di-Compare-Fibre-su-Unsplash-1-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-1479 post-1479 caso-studio type-caso-studio status-publish has-post-thumbnail hentry settore-big-data tecnologia-python\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Telco<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Predictive Maintenance<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Imagine a system that allows you to know when a router is about to fail, before it causes problems on your network.<\/p>\n<p>This project aimed to optimize the maintenance scheduling of a series of routers by using a predictive RUL (Remaining Useful Life) model for each unit.<\/p>\n<p>This model, based on telemetry variables and sensor data collected from the routers themselves, allows to predict the remaining life of each router before it needs maintenance or repair.<\/p>\n<p>As a result, it was possible to reduce unplanned downtime, improve machine reliability, and optimize maintenance costs.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The project was carried out in various operational phases.<\/p>\n<p>A first phase involved data acquisition: various data were collected from sources such as sensors, system logs, and performance records.<\/p>\n<p>Subsequently, time series were structured: the data collected over time were transformed into series, cleaned, integrated, nd normalized to ensure their consistency.<\/p>\n<p>After performing a stistical analysis of the measurement, a Deep Learning model was implemented for a fault prediction.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Python<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f791bcf e-con-full e-flex e-con e-parent\" data-id=\"f791bcf\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0e96c93 ee-heading--solid elementor-widget elementor-widget-heading-extended\" data-id=\"0e96c93\" data-element_type=\"widget\" data-settings=\"{&quot;title_long_shadow_enable&quot;:&quot;yes&quot;,&quot;title_long_shadow_color&quot;:&quot;#DEDEDE&quot;,&quot;title_long_shadow_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:100,&quot;sizes&quot;:[]},&quot;title_long_shadow_direction&quot;:&quot;bottom-left&quot;}\" data-widget_type=\"heading-extended.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t\t<h1 class=\"ee-heading elementor-size-default\" data-title=\"Cloud Platformm\"><span class=\"ee-heading__text\">\n\t\t\tCloud Platformm\t\t<\/span><span class=\"ee-heading__long-shadow\">\n\t\t\tCloud Platformm\t\t<\/span><\/h1>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-10c0e9d e-con-full e-flex e-con e-child\" data-id=\"10c0e9d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-b4e3cb5 e-con-full e-flex e-con e-child\" data-id=\"b4e3cb5\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9615880 elementor-pagination-type-bullets elementor-pagination-position-outside elementor-widget elementor-widget-loop-carousel\" data-id=\"9615880\" data-element_type=\"widget\" data-settings=\"{&quot;template_id&quot;:1660,&quot;slides_to_show&quot;:&quot;1&quot;,&quot;slides_to_show_tablet&quot;:&quot;1&quot;,&quot;speed&quot;:1000,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:12,&quot;sizes&quot;:[]},&quot;_skin&quot;:&quot;post&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;edit_handle_selector&quot;:&quot;.elementor-widget-container&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;pagination&quot;:&quot;bullets&quot;,&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"loop-carousel.post\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"swiper-container elementor-loop-container elementor-grid\" dir=\"ltr\">\n\t\t\t\t<div class=\"swiper-wrapper\" aria-live=\"off\">\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-1540 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-1540 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/Foto-di-Alexander-Schimmeck-su-Unsplash-1-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-1540 post-1540 caso-studio type-caso-studio status-publish hentry settore-cloud-platform tecnologia-aws\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Energy<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Energy Consumption Analysis and Customer Profiling<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Amidst a growing focus on energy efficiency and sustainability, coupled with intensifying competition, businesses are grappling with the challenge of optimizing their energy consumption and reducing costs.<\/p>\n<p>To address these challenges, we have developed an innovative system for analyzing the energy consumption of business customers, leveraging artificial intelligence and cloud computing to enhance operational efficiency and sales strategies.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>To realize this project, a cloud infrastructure (serverless and scalable) based on Amazon Web Services (AWS) was created, enabling the collection, storage, and analysis of large volumes of data on customer consumption and activities.<\/p>\n<p>In addition, a library of custom Machine Learning algorithms was developed to extract valuable insights from customer energy consumption and activity data.<\/p>\n<p>Algorithms such as linear regression, gradient boosting, isolation forest, and K-means allow us to classify customers, understand the causes of consumption spikes, and predict future demand.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Amazon Web Services<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c167409 e-con-full e-flex e-con e-parent\" data-id=\"c167409\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4e9c1c5 ee-heading--solid elementor-widget elementor-widget-heading-extended\" data-id=\"4e9c1c5\" data-element_type=\"widget\" data-settings=\"{&quot;title_long_shadow_enable&quot;:&quot;yes&quot;,&quot;title_long_shadow_color&quot;:&quot;#86888A&quot;,&quot;title_long_shadow_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:100,&quot;sizes&quot;:[]},&quot;title_long_shadow_direction&quot;:&quot;bottom-right&quot;}\" data-widget_type=\"heading-extended.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t\t<h1 class=\"ee-heading elementor-size-default\" data-title=\"||Internet Of Things\"><span class=\"ee-heading__text\">\n\t\t\t||Internet Of Things\t\t<\/span><span class=\"ee-heading__long-shadow\">\n\t\t\t||Internet Of Things\t\t<\/span><\/h1>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2868cd4 e-con-full e-flex e-con e-child\" data-id=\"2868cd4\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-ec62bf1 e-con-full e-flex e-con e-child\" data-id=\"ec62bf1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5056832 elementor-pagination-type-bullets elementor-pagination-position-outside elementor-widget elementor-widget-loop-carousel\" data-id=\"5056832\" data-element_type=\"widget\" data-settings=\"{&quot;template_id&quot;:1660,&quot;slides_to_show&quot;:&quot;1&quot;,&quot;slides_to_show_tablet&quot;:&quot;1&quot;,&quot;speed&quot;:1000,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:12,&quot;sizes&quot;:[]},&quot;_skin&quot;:&quot;post&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;edit_handle_selector&quot;:&quot;.elementor-widget-container&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;pagination&quot;:&quot;bullets&quot;,&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"loop-carousel.post\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"swiper-container elementor-loop-container elementor-grid\" dir=\"ltr\">\n\t\t\t\t<div class=\"swiper-wrapper\" aria-live=\"off\">\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-1469 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-1469 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/Foto-di-Barnabas-Davoti-su-Unsplash-1-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-1469 post-1469 caso-studio type-caso-studio status-publish has-post-thumbnail hentry settore-internet-of-things tecnologia-mongo-db\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Smart Grid<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Infrastructure Monitoring<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The project involved the development of an infrastructure for monitoring the performance of power towers in specific geographical areas.<\/p>\n<p>Based on the climatic and geomorphological conditions of the installation areas, it was possible to create a model capable of predicting potential malfunctions or failures of the towers.<\/p>\n<p>The goal was to avoid sending maintenance personnel on site to monitor the infrastructure, with obvious saving in maintenance costs and greater efficiency of the electricity grid.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The implementation of this intelligent monitoring system was based on a complex workflow that involved several innovative technologies.<\/p>\n<p>First, a massive collection of unstructured data was carried out form IoT (Internet of Things) devices installed on the power grids.<\/p>\n<p>A mix of open source (flexible and scalable) and enterprise (secure and reliable) software was used to process and anlalyze this complex data.\u00a0<\/p>\n<p>The data used was stored on the MongoDB platform, a high-performance and scalable NoSQL database.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Mongo DB<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1bf5a4f e-con-full e-flex e-con e-parent\" data-id=\"1bf5a4f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d44aae ee-heading--solid elementor-widget elementor-widget-heading-extended\" data-id=\"4d44aae\" data-element_type=\"widget\" data-settings=\"{&quot;title_long_shadow_enable&quot;:&quot;yes&quot;,&quot;title_long_shadow_color&quot;:&quot;#A61F23&quot;,&quot;title_long_shadow_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:100,&quot;sizes&quot;:[]},&quot;title_long_shadow_direction&quot;:&quot;bottom-left&quot;}\" data-widget_type=\"heading-extended.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t\t<h1 class=\"ee-heading elementor-size-default\" data-title=\"Artificial Intelligencee\"><span class=\"ee-heading__text\">\n\t\t\tArtificial Intelligencee\t\t<\/span><span class=\"ee-heading__text-shadow\">\n\t\t\tArtificial Intelligencee\t\t<\/span><span class=\"ee-heading__long-shadow\">\n\t\t\tArtificial Intelligencee\t\t<\/span><\/h1>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ae716bf e-con-full e-flex e-con e-child\" data-id=\"ae716bf\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-aa5fce9 e-con-full e-flex e-con e-child\" data-id=\"aa5fce9\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d992b9b elementor-pagination-type-bullets elementor-pagination-position-outside elementor-widget elementor-widget-loop-carousel\" data-id=\"d992b9b\" data-element_type=\"widget\" data-settings=\"{&quot;template_id&quot;:1660,&quot;slides_to_show&quot;:&quot;1&quot;,&quot;slides_to_show_tablet&quot;:&quot;1&quot;,&quot;speed&quot;:1000,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:12,&quot;sizes&quot;:[]},&quot;_skin&quot;:&quot;post&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;edit_handle_selector&quot;:&quot;.elementor-widget-container&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;pagination&quot;:&quot;bullets&quot;,&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"loop-carousel.post\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"swiper-container elementor-loop-container elementor-grid\" dir=\"ltr\">\n\t\t\t\t<div class=\"swiper-wrapper\" aria-live=\"off\">\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-2148 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-2148 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/robots-love-valentine-s-day-celebration-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-2148 post-2148 caso-studio type-caso-studio status-publish hentry settore-artificial-intelligence tecnologia-python\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Generative AI<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Local Open-Source Chatbot (RAG Architecture)<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Implement a secure, <strong>enterprise-grade AI assistant<\/strong> that operates entirely within the company&#8217;s infrastructure.<\/p>\n<p>The goal is to ensure full control and governance of data, avoiding exposure to external providers.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Deployment of on-premise <strong>Large Language Models (LLM)<\/strong> and a vector database.<\/p>\n<p>A modular and customizable <strong>Retrieval-Augmented Generation (RAG)<\/strong> pipeline was created to allow the assistant to answer queries based exclusively on documents and the company&#8217;s internal knowledge.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Python<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<style id=\"loop-dynamic-1660\">.e-loop-item-1782 .elementor-element.elementor-element-7aa0c49:not(.elementor-motion-effects-element-type-background), .e-loop-item-1782 .elementor-element.elementor-element-7aa0c49 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-image:url(\"https:\/\/www.dmbi.it\/wp-content\/uploads\/Emmanuel-Ikwuegbu-Unsplash-Document-scaled.jpg\");}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"1660\" class=\"elementor elementor-1660 elementor-1259 swiper-slide e-loop-item e-loop-item-1782 post-1782 caso-studio type-caso-studio status-publish hentry settore-artificial-intelligence tecnologia-azure tecnologia-python\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-601a00b e-con-full e-flex e-con e-parent\" data-id=\"601a00b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\" data-core-v316-plus=\"true\">\n\t\t<div class=\"elementor-element elementor-element-7aa0c49 e-con-full e-flex e-con e-child\" data-id=\"7aa0c49\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c5e23c elementor-widget elementor-widget-heading\" data-id=\"3c5e23c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Banking<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c7a2db elementor-widget elementor-widget-heading\" data-id=\"9c7a2db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Intelligent Document Processing<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2370eb0 e-con-full e-flex e-con e-child\" data-id=\"2370eb0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38ea570 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"38ea570\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-bullseye\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Objective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-720eb2d elementor-widget elementor-widget-text-editor\" data-id=\"720eb2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The main objective of RiskAssistantAI is to provide users with an advanced tool for understanding complex business reports, with a specific focus on risk identification and analysis.<\/p>\n<p>The system aims to simplify the interpretation of even very long documents, making key information accessible without the need for a prior and in-depth reading of the text.<\/p>\n<p>Essentially, RiskAssistantAI aims to democratize access to the information contained in the reports, allowing users to quickly obtain a comprehensive overview of potential risks.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebf7374 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ebf7374\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-cogs\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Activities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0068e9 elementor-widget elementor-widget-text-editor\" data-id=\"d0068e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p data-sourcepos=\"3:1-3:173\">RiskAssistantAI utilizes an Intelligent Document Processing (IDP) approach based on a Generative Artificial Intelligence model. The system&#8217;s main activities are as follows:<\/p>\n<ul data-sourcepos=\"5:1-10:0\">\n<li data-sourcepos=\"5:1-5:269\"><strong>Advanced Natural Language Processing (NLP):<\/strong> Leveraging the capabilities of GPT-4, OpenAI&#8217;s Large Language Model (LLM), RiskAssistantAI can understand the natural language contained in documents, even in the presence of complex and industry-specific terminology.<\/li>\n<li data-sourcepos=\"6:1-6:299\"><strong>Intelligent Information Extraction:<\/strong> The system analyzes documents to extract relevant information, focusing in particular on the identification of risk indicators, both quantitative and qualitative. This extraction occurs without requiring the user to know the document&#8217;s content beforehand.<\/li>\n<li data-sourcepos=\"7:1-7:217\"><strong>Azure AI Integration:<\/strong> RiskAssistantAI relies on Azure&#8217;s cloud-based Artificial Intelligence services, combining them with the power of GPT-4 to offer efficient and scalable processing of large volumes of data.<\/li>\n<li data-sourcepos=\"8:1-8:297\"><strong>Document Querying:<\/strong> Users can interact with the system by asking specific questions about the documents, obtaining precise and detailed answers, focused on risk analysis. This allows users to quickly obtain targeted information without having to manually scroll through the entire document.<\/li>\n<li data-sourcepos=\"9:1-10:0\"><strong>Large Document Analysis:<\/strong> Thanks to the combined architecture of Azure and GPT-4, RiskAssistantAI can process documents of hundreds of pages, overcoming the limitations of traditional document analysis methods.<\/li>\n<\/ul>\n<p data-sourcepos=\"11:1-11:220\">In summary, RiskAssistantAI offers an innovative solution for risk analysis in business reports, combining the latest generative AI and cloud computing technologies to provide an efficient and intuitive user experience.<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677042b elementor-widget elementor-widget-post-info\" data-id=\"677042b\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-6b4ebbd elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Azure<\/span>, <span class=\"elementor-post-info__terms-list-item\">Python<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-67a0353 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"67a0353\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9bc24ea\" data-id=\"9bc24ea\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3826338 elementor-widget elementor-widget-image\" data-id=\"3826338\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.dmbi.it\/en\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/www.dmbi.it\/wp-content\/uploads\/dmbi-square.png\" class=\"attachment-full size-full wp-image-13\" alt=\"Logo in fomato quadrato della societ\u00e0 DMBI Consultants\" srcset=\"https:\/\/www.dmbi.it\/wp-content\/uploads\/dmbi-square.png 512w, https:\/\/www.dmbi.it\/wp-content\/uploads\/dmbi-square-300x300.png 300w, https:\/\/www.dmbi.it\/wp-content\/uploads\/dmbi-square-150x150.png 150w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c789e6c elementor-widget elementor-widget-heading\" data-id=\"c789e6c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">DMBI consultants<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0376c3f elementor-widget elementor-widget-text-editor\" data-id=\"0376c3f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>via Candido Galli, 5 \u2013 Frascati<br \/>00044 \u2013 Roma<br \/>info@dmbi.it<br \/>Fax | Tel +39 06 9422 421<br \/>Part. IVA 09913981008<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c54aff elementor-align-center elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"3c54aff\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/it.linkedin.com\/company\/dmbi-srl\" target=\"_blank\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-linkedin\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">LinkedIn<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-2224c23 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2224c23\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-b5bc1d5\" data-id=\"b5bc1d5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-92fdba0 elementor-widget elementor-widget-heading\" data-id=\"92fdba0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.dmbi.it\/azienda\/\">Company<\/a><\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-5882a4f\" data-id=\"5882a4f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a1ad66d elementor-widget elementor-widget-heading\" data-id=\"a1ad66d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.dmbi.it\/servizi\/\">Services<\/a><\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-bbbdba8\" data-id=\"bbbdba8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-045e223 elementor-widget elementor-widget-heading\" data-id=\"045e223\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.dmbi.it\/portfolio\/\">Portfolio<\/a><\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-bc20a60\" data-id=\"bc20a60\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a172943 elementor-widget elementor-widget-heading\" data-id=\"a172943\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.dmbi.it\/lavora-con-noi\/\">Jobs<\/a><\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2bedf9f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2bedf9f\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ef07a9e\" data-id=\"ef07a9e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-23efa1c elementor-widget elementor-widget-wpml-language-switcher\" data-id=\"23efa1c\" data-element_type=\"widget\" data-widget_type=\"wpml-language-switcher.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"wpml-elementor-ls\">\n<div class=\"wpml-ls-statics-shortcode_actions wpml-ls wpml-ls-legacy-list-horizontal\">\n\t<ul><li class=\"wpml-ls-slot-shortcode_actions wpml-ls-item wpml-ls-item-en wpml-ls-current-language wpml-ls-first-item wpml-ls-item-legacy-list-horizontal\">\n\t\t\t\t<a href=\"https:\/\/www.dmbi.it\/en\/\" class=\"wpml-ls-link\">\n                                                        <img decoding=\"async\"\n            class=\"wpml-ls-flag\"\n            src=\"https:\/\/www.dmbi.it\/wp-content\/plugins\/sitepress-multilingual-cms\/res\/flags\/en.png\"\n            alt=\"\"\n            width=18\n            height=12\n    \/><span class=\"wpml-ls-native\">English<\/span><\/a>\n\t\t\t<\/li><li class=\"wpml-ls-slot-shortcode_actions wpml-ls-item wpml-ls-item-it wpml-ls-last-item wpml-ls-item-legacy-list-horizontal\">\n\t\t\t\t<a href=\"https:\/\/www.dmbi.it\/\" class=\"wpml-ls-link\">\n                                                        <img decoding=\"async\"\n            class=\"wpml-ls-flag\"\n            src=\"https:\/\/www.dmbi.it\/wp-content\/plugins\/sitepress-multilingual-cms\/res\/flags\/it.png\"\n            alt=\"\"\n            width=18\n            height=12\n    \/><span class=\"wpml-ls-native\" lang=\"it\">Italiano<\/span><\/a>\n\t\t\t<\/li><\/ul>\n<\/div>\n<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Menu Portfolio Portfolio This portfolio showcases our expertise and ability to combine cutting-edge technologies to deliver tangible solutions that address real business needs. Through a selection of case studies, we demonstrate how DMBI Consultants has helped companies of all sizes and across industries achieve their business goals. The presented cases represent just a glimpse of [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1530","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.dmbi.it\/en\/wp-json\/wp\/v2\/pages\/1530","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.dmbi.it\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.dmbi.it\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.dmbi.it\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.dmbi.it\/en\/wp-json\/wp\/v2\/comments?post=1530"}],"version-history":[{"count":3,"href":"https:\/\/www.dmbi.it\/en\/wp-json\/wp\/v2\/pages\/1530\/revisions"}],"predecessor-version":[{"id":1627,"href":"https:\/\/www.dmbi.it\/en\/wp-json\/wp\/v2\/pages\/1530\/revisions\/1627"}],"wp:attachment":[{"href":"https:\/\/www.dmbi.it\/en\/wp-json\/wp\/v2\/media?parent=1530"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}