{"id":72512,"date":"2020-06-25T14:55:00","date_gmt":"2020-06-25T11:55:00","guid":{"rendered":"https:\/\/www.instinctools.com\/?post_type=clients&#038;p=72512"},"modified":"2024-08-30T17:07:43","modified_gmt":"2024-08-30T14:07:43","slug":"recommendation-system-for-a-streaming-service-provider","status":"publish","type":"success-stories","link":"https:\/\/www.instinctools.com\/success-stories\/recommendation-system-for-a-streaming-service-provider\/","title":{"rendered":"Recommendation System For A Streaming Service Provider"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"72512\" class=\"elementor elementor-72512\" data-elementor-post-type=\"success-stories\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d992f69 elementor-section-full_width elementor-section-height-min-height elementor-section-items-stretch elementor-section-height-default\" data-id=\"d992f69\" 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-79c0138 bulba\" data-id=\"79c0138\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-852a144 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"852a144\" 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-inner-column elementor-element elementor-element-bd3abe8\" data-id=\"bd3abe8\" 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-550dfcd elementor-widget__width-initial heading-1 elementor-widget elementor-widget-heading\" data-id=\"550dfcd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Recommendation System For a Streaming Service Provider<\/h1>\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-inner-section elementor-element elementor-element-764d513 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"764d513\" 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-inner-column elementor-element elementor-element-d28e2de\" data-id=\"d28e2de\" 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-f7d5627 elementor-widget__width-initial lead elementor-widget elementor-widget-text-editor\" data-id=\"f7d5627\" 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\t\t<p>How taking personalization to the next level by introducing an ML-powered recommendation engine allowed a European streaming provider to upsurge the number of their premium subscribers <strong>by a third<\/strong> in just six months.<\/p>\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-4d584b4 elementor-widget__width-initial elementor-widget-widescreen__width-initial lead elementor-widget elementor-widget-text-editor\" data-id=\"4d584b4\" 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\t\t<p><strong>Domain:<\/strong><br \/>Media and Telecommunications<\/p><p><strong>Duration:<\/strong><br \/>6 months<\/p><p><strong>Team:<\/strong><br \/>BE Team, FE Team, QA Team, Data Scientist, SA, BA, UX\/UI Designer, PM<\/p>\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-deb4983 case-pdf-download elementor-widget elementor-widget-global_button\" data-id=\"deb4983\" data-element_type=\"widget\" data-widget_type=\"global_button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n        <div class=\"global-button-wrapper \">\n            <a href=\"#\" class=\"global-button global-button-link global-button-type-filled global-button-size-l \">\n                <span class=\"global-button-content-wrapper\">\n                    <span class=\"global-button-text\">Download PDF<\/span>\n                                    <\/span>\n            <\/a>\n        <\/div>\n\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\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-70bb6d15 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"70bb6d15\" 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-44f02346\" data-id=\"44f02346\" 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-4131d015 elementor-widget elementor-widget-breadcrumbs\" data-id=\"4131d015\" data-element_type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/www.instinctools.com\/\">Home<\/a><\/span><\/span><\/p>\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-582e3c9b elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"582e3c9b\" 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-23a20811\" data-id=\"23a20811\" 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-0015062 elementor-absolute elementor-hidden-mobile elementor-hidden-tablet elementor-widget elementor-widget-html\" data-id=\"0015062\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"draw draw_color-right draw_orange\"><\/span>\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-6a31f04b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6a31f04b\" 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-7f071bf\" data-id=\"7f071bf\" 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-3a99b1c7 elementor-widget__width-initial elementor-widget-tablet__width-inherit heading-2-bold elementor-widget elementor-widget-heading\" data-id=\"3a99b1c7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Challenge<\/h2>\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-793dbea4\" data-id=\"793dbea4\" 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-117bdcd elementor-absolute elementor-hidden-mobile elementor-hidden-tablet elementor-hidden-laptop elementor-widget elementor-widget-html\" data-id=\"117bdcd\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"draw draw_color-right draw_gray draw_not-hide\"><\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76805854 lead elementor-widget elementor-widget-text-editor\" data-id=\"76805854\" 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\t\t<p>Navigating through an endless stream of options is insanely difficult and time-consuming. Being far too jaded, people are unlikely to pay attention to anything that doesn\u2019t captivate them instantly. This gives entertainment businesses a hard time when \u2018living up to expectations\u2019 and \u2018anticipating the desires\u2019 are not just advertising overstatements but a real must.<\/p><p>Our customer understood that the only way to make their subscribers keep using the service is to whip up their interest by offering the content which appeals specifically to them.<\/p><p>As quality and taste are barely the same things, one-size-fits-all recommendation services seemed useless and even harmful \u2013 a couple of mistakes are enough to lose a subscriber. That\u2019s why it was decided to create a system that would provide users with recommendations tailored to each individual.<\/p>\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\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-33d84fa elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"33d84fa\" 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-f741484\" data-id=\"f741484\" 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-7bf19f7 elementor-absolute elementor-hidden-mobile elementor-hidden-tablet elementor-widget elementor-widget-html\" data-id=\"7bf19f7\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"draw draw_color-right draw_white\"><\/span>\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-6949cfc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6949cfc\" 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-inner-column elementor-element elementor-element-5125b88\" data-id=\"5125b88\" 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-3595f81 elementor-widget__width-inherit elementor-widget-tablet__width-inherit heading-2-bold elementor-widget elementor-widget-heading\" data-id=\"3595f81\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Task<\/h2>\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-inner-section elementor-element elementor-element-b3ca8da elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b3ca8da\" 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-inner-column elementor-element elementor-element-c370268\" data-id=\"c370268\" 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-36e62a8 elementor-widget__width-initial elementor-widget-tablet__width-inherit white body elementor-widget elementor-widget-text-editor\" data-id=\"36e62a8\" 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\t\t<ul><li>to identify user\u2019s activity patterns and preferences based on their viewing experience;<\/li><\/ul>\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-cd032a7 elementor-widget__width-initial elementor-widget-tablet__width-inherit white lead elementor-widget elementor-widget-text-editor\" data-id=\"cd032a7\" 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\t\t<ul><li>to create algorithms that would guide the users through a vast selection of movies and TV-shows the provider offers to something that meets their individual needs.<\/li><\/ul>\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\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-5b905b4 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"5b905b4\" 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-4a9cae2\" data-id=\"4a9cae2\" 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-8081728 elementor-absolute elementor-hidden-mobile elementor-hidden-tablet elementor-widget elementor-widget-html\" data-id=\"8081728\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"draw draw_color-right draw_orange\"><\/span>\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-ac68368 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ac68368\" 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-636ec29\" data-id=\"636ec29\" 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-fc07d26 elementor-widget__width-initial elementor-widget-tablet__width-inherit heading-2-bold elementor-widget elementor-widget-heading\" data-id=\"fc07d26\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Solution<\/h2>\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-c388a8b\" data-id=\"c388a8b\" 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-98676dc elementor-absolute elementor-hidden-mobile elementor-hidden-tablet elementor-hidden-laptop elementor-widget elementor-widget-html\" data-id=\"98676dc\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"draw draw_color-right draw_gray draw_not-hide\"><\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3317bfa lead elementor-widget elementor-widget-text-editor\" data-id=\"3317bfa\" 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\t\t<p>How to deal with giving worthwhile recommendations to millions of subscribers? The answer is machine learning (ML) and algorithms.<\/p><p>*instinctools team has developed a system that learns from its users. It processes users\u2019 data, for instance, the genre of a program a user is watching and adapts recommendations to his or her contemporary viewing habits.<\/p><p>An ML model identifies viewers\u2019 preferences, using the statistics of their content consumption. It is based on particular algorithms \u2013 sets of databased instructions \u2013 that tell the service which content to offer.<\/p><p>We\u2019ve also applied a collaborative filtering mechanism to our solution. It means that each viewer fits into certain taste groups, which are identified by plenty of factors coming together (the number of views, genre peculiarities, etc.), and this influences what recommendations are displayed. If a user\u2019s viewing patterns are similar to another user, the system will give recommendations based on the behavior of that other user as well.<\/p>\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\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-d2036d2 elementor-section-full_width section-with-skew-img-on-bg elementor-section-height-default elementor-section-height-default\" data-id=\"d2036d2\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\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-52a071c\" data-id=\"52a071c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-574d33a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"574d33a\" 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-22021d4\" data-id=\"22021d4\" 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-61d92a2 heading-2-bold elementor-widget elementor-widget-heading\" data-id=\"61d92a2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Value<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a99f59d white body elementor-widget elementor-widget-text-editor\" data-id=\"a99f59d\" 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\t\t<p>The problem of choosing what to watch is no longer relevant. The system that we\u2019ve made can sustain not only users\u2019 current interests but also the evolution of their tastes.<\/p><p>The trick is that now the viewers can find captivating shows that they might not have initially thought of watching. As long as there\u2019s no chance for the users to get bored they\u2019ll hardly stop binging and cancel the subscription.<\/p><p>Furthermore, the number of subscribers is constantly increasing as people want to pay for TV-shows and movies that \u2018fit in\u2019 their vision of great content and not waste money \u2013 not to say time \u2013 on something that doesn\u2019t.<\/p>\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-a59370d elementor-hidden-laptop elementor-hidden-tablet elementor-hidden-mobile\" data-id=\"a59370d\" 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\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-c064984 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"c064984\" 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-9b27dd2\" data-id=\"9b27dd2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-065722b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"065722b\" 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-c8accaa\" data-id=\"c8accaa\" 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-ebdc704 elementor-widget__width-initial elementor-widget-tablet__width-inherit heading-2-bold elementor-widget elementor-widget-heading\" data-id=\"ebdc704\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Technologies<\/h2>\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-b326392\" data-id=\"b326392\" 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-9fa0818 elementor-absolute elementor-hidden-mobile elementor-hidden-tablet elementor-widget elementor-widget-html\" data-id=\"9fa0818\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"draw draw_color-right draw_gray draw_not-hide\"><\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ee17aa elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget-tablet__width-initial elementor-widget elementor-widget-image\" data-id=\"7ee17aa\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"65\" height=\"64\" src=\"https:\/\/www.instinctools.com\/wp-content\/uploads\/2021\/08\/python-5.svg\" class=\"attachment-full size-full wp-image-25620\" alt=\"Python\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Python<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-4c92315 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-image\" data-id=\"4c92315\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"50\" height=\"64\" src=\"https:\/\/www.instinctools.com\/wp-content\/uploads\/2020\/06\/flask-1-1.svg\" class=\"attachment-full size-full wp-image-11684\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Flask<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-c6ed6fa elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-image\" data-id=\"c6ed6fa\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"103\" height=\"54\" src=\"https:\/\/www.instinctools.com\/wp-content\/uploads\/2020\/09\/mysql-5.svg\" class=\"attachment-full size-full wp-image-15185\" alt=\"MySQL\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">MySQL<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-704465a elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-image\" data-id=\"704465a\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"56\" height=\"64\" src=\"https:\/\/www.instinctools.com\/wp-content\/uploads\/2020\/06\/shape-2.svg\" class=\"attachment-full size-full wp-image-11688\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">ML libraries<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\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\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-d17a6e0 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"d17a6e0\" 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-353dc7a\" data-id=\"353dc7a\" 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-50500b6 elementor-widget elementor-widget-shortcode\" data-id=\"50500b6\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"section\" data-elementor-id=\"73393\" class=\"elementor elementor-73393\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5585bb7d elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"5585bb7d\" 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-558ccb19\" data-id=\"558ccb19\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4f645e4e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4f645e4e\" 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-inner-column elementor-element elementor-element-225b1d73\" data-id=\"225b1d73\" 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-263ec496 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit heading-2-bold elementor-widget elementor-widget-heading\" data-id=\"263ec496\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Related capabilities<\/div>\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-inner-section elementor-element elementor-element-58a3e251 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"58a3e251\" 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-inner-column elementor-element elementor-element-7a11caeb\" data-id=\"7a11caeb\" 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-215c7889 elementor-widget elementor-widget-related_pages\" data-id=\"215c7889\" data-element_type=\"widget\" data-widget_type=\"related_pages.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\n\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\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<\/div>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a5e7c5c elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"a5e7c5c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d1d4f21\" data-id=\"d1d4f21\" 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-7237f2b elementor-widget elementor-widget-template\" data-id=\"7237f2b\" data-element_type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"section\" data-elementor-id=\"51538\" class=\"elementor elementor-51538\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a59259c elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"a59259c\" data-element_type=\"section\" id=\"cases-form-title\">\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-19976e5\" data-id=\"19976e5\" 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-c3ff9c7 elementor-absolute elementor-hidden-mobile elementor-widget elementor-widget-html\" data-id=\"c3ff9c7\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"draw draw_color-right draw_green xl-hide\"><\/span>\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-ca841b4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ca841b4\" 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-inner-column elementor-element elementor-element-27129d3\" data-id=\"27129d3\" 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-f2e2563 elementor-absolute elementor-hidden-mobile elementor-hidden-tablet elementor-widget elementor-widget-html\" data-id=\"f2e2563\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"draw draw_color-right draw_gray draw_not-hide\"><\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7977d35 elementor-widget-mobile__width-inherit elementor-widget-tablet__width-initial heading-2-bold elementor-widget elementor-widget-heading\" data-id=\"7977d35\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"heading-2-regular\">Do you have a<\/span> similar project idea?<\/h2>\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\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\t\t<\/div>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-85578ea elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"85578ea\" 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-f400e2d\" data-id=\"f400e2d\" 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-6cc8b23 elementor-widget elementor-widget-shortcode\" data-id=\"6cc8b23\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"section\" data-elementor-id=\"70639\" class=\"elementor elementor-70639\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-bba8c26 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"bba8c26\" 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-a87c31a\" data-id=\"a87c31a\" 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-aff185d elementor-widget elementor-widget-custom_contact_form\" data-id=\"aff185d\" data-element_type=\"widget\" data-widget_type=\"custom_contact_form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n        <div id=\"_contact-form\" class=\"anchor-section custom-contact-form  custom-contact-form--bottom\">\n\n            <div class=\"custom-contact-form__overlay\">\n                                <!--<div style=\"background-image: url('https:\/\/www.instinctools.com\/wp-content\/plugins\/inst-elementor\/widgets\/custom-contact-form\/bg.jpg');\"><\/div>-->\n\n                <div style=\"background-image: url('https:\/\/www.instinctools.com\/wp-content\/plugins\/inst-elementor\/widgets\/custom-contact-form\/bg.jpg');\"><\/div>\n            <\/div>\n\n            \n            <span class=\"draw draw_color-right draw_orange active\"><\/span>\n            <div class=\"container\">\n                <div class=\"custom-contact-form__wrap\">\n                                            <div class=\"custom-contact-form__head\">\n                                <div class=\"custom-contact-form__person\">\n                                    <div class=\"custom-contact-form__image\">   \n                                                                                    <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.instinctools.com\/wp-content\/uploads\/2022\/03\/anna-vasilevskaya.jpg\" width=\"450\" height=\"450\" alt=\"Anna Vasilevskaya\">\n                                                                \n                                    <\/div>\n\n                                    <div class=\"custom-contact-form__description body\">\n                                                                                <span class=\"custom-contact-form__name lead\"><strong>Anna Vasilevskaya<\/strong><\/span>\n                                        \n                                                                                    <span class='custom-contact-form__position'>Account Executive<\/span>                                                                            <\/div>\n                                <\/div>\n\n                            <div class=\"custom-contact-form__content\">\n                                \t\t<div data-elementor-type=\"page\" data-elementor-id=\"50329\" class=\"elementor elementor-50329\" 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