{"id":11004,"date":"2022-04-20T13:15:17","date_gmt":"2022-04-20T13:15:17","guid":{"rendered":"https:\/\/iudx.org.in\/?page_id=11004"},"modified":"2025-04-22T13:01:25","modified_gmt":"2025-04-22T13:01:25","slug":"data-platform-trends-and-patterns","status":"publish","type":"page","link":"https:\/\/dataforpublicgood.org.in\/cdpg\/data-platform-trends-and-patterns\/","title":{"rendered":"Data Platform: Trends and Patterns"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"11004\" class=\"elementor elementor-11004\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-11ee0e6 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"11ee0e6\" 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\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-85f2e03\" data-id=\"85f2e03\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2d21ff1 elementor-widget elementor-widget-tp-row-background\" data-id=\"2d21ff1\" data-element_type=\"widget\" data-widget_type=\"tp-row-background.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div id=\"pt-plus-row-settings\" class=\"pt-plus-row-set theplus_row6a2a16dc7d4be     \" data-no=\"theplus_row6a2a16dc7d4be\"  data-section-hidden=\"inherit\"><div class=\"pt-plus-columns-bg-wrap tp_bg_desktop columns-bg-anim-colors columns-bg-image   columns_simple_image   \"  id=\"theplus_bgimage6a2a16dc7d4c0\"    data-parallax_sense=\"30\"  style=\"background:url(https:\/\/iudx.org.in\/wp-content\/uploads\/2021\/02\/business-partnership-PPA8RSH-scaled.jpg);background-position: center center;background-repeat: repeat;-webkit-background-size: cover;-moz-background-size: cover;-o-background-size: cover;background-size: cover;background-attachment: scroll;\"><\/div><div id=\"demo-canvas-6\" class=\"canvas-style-6\" data-canvas-color=\"#FFFFFF\"><\/div><div class=\"pt-plus-row-overlay\" style=\"background:#5F5F5F9E\"><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bfc2e0c elementor-widget elementor-widget-spacer\" data-id=\"bfc2e0c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\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-b732241 elementor-widget elementor-widget-heading\" data-id=\"b732241\" 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\">Data platform: Trends and Patterns<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-022b133 text-center elementor-widget elementor-widget-tp-heading-title\" data-id=\"022b133\" data-element_type=\"widget\" data-widget_type=\"tp-heading-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"heading heading_style heading_style6a2a16dc82574 style-1 \" ><div class=\"sub-style\" ><div class=\"head-title \" > <h6  class=\"heading-title   \"   data-hover=\"22nd April 2022 @ 3:00 PM\">22nd April 2022 @ 3:00 PM<span class=\"title-s \">  <\/span><\/h6><\/div><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c47052 elementor-widget elementor-widget-heading\" data-id=\"4c47052\" 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 Dialogues <\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7e55e7 elementor-widget elementor-widget-spacer\" data-id=\"f7e55e7\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-80d5704 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"80d5704\" 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\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b79270d\" data-id=\"b79270d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7dd57be elementor-widget elementor-widget-spacer\" data-id=\"7dd57be\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\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-9f0520d text-center elementor-widget elementor-widget-tp-heading-title\" data-id=\"9f0520d\" data-element_type=\"widget\" data-widget_type=\"tp-heading-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"heading heading_style heading_style6a2a16dc889a7 style-1 \" ><div class=\"sub-style\" ><div class=\"head-title \" > <h2  class=\"heading-title   \"   data-hover=\"Data Platform: Trends and Patterns\">Data Platform: Trends and Patterns<span class=\"title-s \">  <\/span><\/h2><\/div><\/div><\/div>\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-76dd1ea elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"76dd1ea\" 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\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-e49285b\" data-id=\"e49285b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-389badf text-center elementor-widget elementor-widget-tp-heading-title\" data-id=\"389badf\" data-element_type=\"widget\" data-widget_type=\"tp-heading-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"heading heading_style heading_style6a2a16dc8b20d style-1 \" ><div class=\"sub-style\" ><div class=\"head-title \" > <h2  class=\"heading-title   \"   data-hover=\"Abstract\">Abstract<span class=\"title-s \">  <\/span><\/h2><\/div><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16fb113 elementor-widget elementor-widget-text-editor\" data-id=\"16fb113\" 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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>Over the past several years, digital platforms have ramped up and created services influencing the day to day activities that shapes our interaction in the physical world. As more and more systems are being added, there is more data at hand to analyze and response faster to our digital needs.<\/p><p>Crucial AI systems provide situational awareness, generate new insights and drive decisions in several industries, including the mission critical ones such as airlines or autonomous driving. Further, global regulations around data privacy has made \u201cPrivacy by Design\u201d imperative for organizations and governments to avoid costly breaches and maintain its positive reputation.<\/p><p>In this presentation, we will describe the strategic observations on the trends and patterns related to data platform. In addition, we will also discuss a few implementations that showcases the architecture and tools necessary to derive business intelligence from a sea of structured and unstructured data points captured from multiple data sources.<\/p>\t\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\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-c7667f4\" data-id=\"c7667f4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ac993f6 elementor-widget elementor-widget-spacer\" data-id=\"ac993f6\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\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-df784a9 text-center elementor-widget elementor-widget-tp-heading-title\" data-id=\"df784a9\" data-element_type=\"widget\" data-widget_type=\"tp-heading-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"heading heading_style heading_style6a2a16dc8fbeb style-1 \" ><div class=\"sub-style\" ><div class=\"head-title \" > <h2  class=\"heading-title   \"   data-hover=\"22nd April 2022 \">22nd April 2022 <span class=\"title-s \">  <\/span><\/h2><\/div><div class=\"sub-heading\"><h3 class=\"heading-sub-title  \"> @ 3:00 PM <\/h3><\/div><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-35468cb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"35468cb\" 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\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ee51d7f\" data-id=\"ee51d7f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f9b49d1 elementor-aspect-ratio-169 elementor-widget elementor-widget-video\" data-id=\"f9b49d1\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=JuWTLE55xss&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;,&quot;aspect_ratio&quot;:&quot;169&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-fit-aspect-ratio elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-88c92de elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"88c92de\" 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\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e13bbf4\" data-id=\"e13bbf4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6653938 text-center elementor-widget elementor-widget-tp-heading-title\" data-id=\"6653938\" data-element_type=\"widget\" data-widget_type=\"tp-heading-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"heading heading_style heading_style6a2a16dc95a40 style-1 \" ><div class=\"sub-style\" ><div class=\"head-title \" > <h2  class=\"heading-title   \"   data-hover=\"Speaker\">Speaker<span class=\"title-s \">  <\/span><\/h2><\/div><\/div><\/div>\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-1abc24c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1abc24c\" 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\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-0098f03\" data-id=\"0098f03\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-86bc5da elementor-widget elementor-widget-tp-image-factory\" data-id=\"86bc5da\" data-element_type=\"widget\" data-widget_type=\"tp-image-factory.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div id=\"plus6a2a16dc98d6e\" class=\"pt-plus-animated-image-wrapper      \" ><div class=\"animated-image-parallax   \" ><div class=\"pt_plus_animated_image bg-image6a2a16dc98d69 text-right  text--mobilecenter  \"  >\r\n\t\t\t\t\t\t\t<figure class=\"     \"  >\r\n\t\t\t\t\t\t\t\t<div class=\"vc_single_image-wrapper   \"><img loading=\"lazy\" decoding=\"async\" width=\"134\" height=\"134\" src=\"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-content\/uploads\/2022\/04\/1649832819388.jpg\" class=\"attachment-full size-full\" alt=\"\" \/><\/div>\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<\/figure>\r\n\t\t\t\t\t\t<\/div><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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-5a843c4\" data-id=\"5a843c4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bbe9543 text-left elementor-widget elementor-widget-tp-heading-title\" data-id=\"bbe9543\" data-element_type=\"widget\" data-widget_type=\"tp-heading-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"heading heading_style heading_style6a2a16dc9b311 style-1 \" ><div class=\"sub-style\" ><div class=\"head-title \" > <h2  class=\"heading-title   \"   data-hover=\"Pranay Verma \">Pranay Verma <span class=\"title-s \">  <\/span><\/h2><\/div><div class=\"sub-heading\"><p class=\"heading-sub-title  \"> Chief Researcher R&amp;D, Hitachi India Pvt. Ltd <\/p><\/div><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c195bcf elementor-widget elementor-widget-tp-unfold\" data-id=\"c195bcf\" data-element_type=\"widget\" data-widget_type=\"tp-unfold.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"tp-unfold-wrapper plus6a2a16dcd6a4c \" data-id=\"plus6a2a16dcd6a4c\"  data-content_a_source=\"content\" data-con_pos=\"default\" data-icon-position=\"tp_ic_pos_before\" data-readmore=\"Read More\" data-readless=\"Read Less\" data-readmore-icon=\"&lt;i aria-hidden=&quot;true&quot; class=&quot;fas fa-book-open&quot;&gt;&lt;\/i&gt;\" data-readless-icon=\"&lt;i aria-hidden=&quot;true&quot; class=&quot;fas fa-book&quot;&gt;&lt;\/i&gt;\"  data-transition-duration=\"200\" data-content-max-height=\"100\" data-content-max-height-t=\"100\" data-content-max-height-m=\"100\" ><div class=\"tp-unfold-title\"><\/div><div class=\"tp-unfold-description\" ><div class=\"tp-unfold-description-inner\"><p>As a leader of digital solution\u2019s, he contributes to the new age technologies leveraging AI and<br \/>data intelligence in areas of connected communities, cyber security, digital transformation, and analytics.<\/p><p>\u00a0<\/p><p>Pranay has15 years\u2019 experience, Tech background in Computer Science and Exec MBA from UCLA Anderson school.<\/p><\/div><\/div><div class=\"tp-unfold-last-toggle flex-start\"><button class=\"tp-unfold-toggle \"><i aria-hidden=\"true\" class=\"fas fa-book-open\"><\/i> Read More <\/button><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a1d024 elementor-widget elementor-widget-tp-adv-text-block\" data-id=\"1a1d024\" data-element_type=\"widget\" data-widget_type=\"tp-adv-text-block.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"pt-plus-text-block-wrapper\" ><div class=\"text_block_parallax\"><div class=\"pt_plus_adv_text_block \" ><div class=\"text-content-block\"><\/div><\/div><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-8f3126f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8f3126f\" 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\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2dc7d31\" data-id=\"2dc7d31\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f736998 text-center elementor-widget elementor-widget-tp-heading-title\" data-id=\"f736998\" data-element_type=\"widget\" data-widget_type=\"tp-heading-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"heading heading_style heading_style6a2a16dcdb546 style-1 \" ><div class=\"sub-style\" ><div class=\"head-title \" > <h2  class=\"heading-title   \"   data-hover=\"Speaker\">Speaker<span class=\"title-s \">  <\/span><\/h2><\/div><\/div><\/div>\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-0e13df2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0e13df2\" 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\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-56f77e9\" data-id=\"56f77e9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0baab0c elementor-widget elementor-widget-tp-image-factory\" data-id=\"0baab0c\" data-element_type=\"widget\" data-widget_type=\"tp-image-factory.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div id=\"plus6a2a16dcddfff\" class=\"pt-plus-animated-image-wrapper      \" ><div class=\"animated-image-parallax   \" ><div class=\"pt_plus_animated_image bg-image6a2a16dcddff9 text-right  text--mobilecenter  \"  >\r\n\t\t\t\t\t\t\t<figure class=\"     \"  >\r\n\t\t\t\t\t\t\t\t<div class=\"vc_single_image-wrapper   \"><img loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"1280\" src=\"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-content\/uploads\/2022\/05\/WhatsApp-Image-2022-05-10-at-1.48.18-PM.jpeg\" class=\"attachment-full size-full\" alt=\"\" \/><\/div>\t\t\t\t\t\t\r\n\t\t\t\t\t\t\t<\/figure>\r\n\t\t\t\t\t\t<\/div><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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-e0ad2e5\" data-id=\"e0ad2e5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7b683bd text-left elementor-widget elementor-widget-tp-heading-title\" data-id=\"7b683bd\" data-element_type=\"widget\" data-widget_type=\"tp-heading-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"heading heading_style heading_style6a2a16dce06c2 style-1 \" ><div class=\"sub-style\" ><div class=\"head-title \" > <h2  class=\"heading-title   \"   data-hover=\"Dr. Kingshuk Banerjee\">Dr. Kingshuk Banerjee<span class=\"title-s \">  <\/span><\/h2><\/div><div class=\"sub-heading\"><p class=\"heading-sub-title  \"> Director &amp; Head R&amp;D, Hitachi India Pvt. Ltd <\/p><\/div><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a5341a elementor-widget elementor-widget-tp-unfold\" data-id=\"9a5341a\" data-element_type=\"widget\" data-widget_type=\"tp-unfold.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"tp-unfold-wrapper plus6a2a16dce2ea8 \" data-id=\"plus6a2a16dce2ea8\"  data-content_a_source=\"content\" data-con_pos=\"default\" data-icon-position=\"tp_ic_pos_before\" data-readmore=\"Read More\" data-readless=\"Read Less\" data-readmore-icon=\"&lt;i aria-hidden=&quot;true&quot; class=&quot;fas fa-book-open&quot;&gt;&lt;\/i&gt;\" data-readless-icon=\"&lt;i aria-hidden=&quot;true&quot; class=&quot;fas fa-book&quot;&gt;&lt;\/i&gt;\"  data-transition-duration=\"200\" data-content-max-height=\"100\" data-content-max-height-t=\"100\" data-content-max-height-m=\"100\" ><div class=\"tp-unfold-title\"><\/div><div class=\"tp-unfold-description\" ><div class=\"tp-unfold-description-inner\"><p>Responsible for global digital platform development and engineering.<\/p><p>Dr. Banerjee is a specialist in development and deployment of artificial intelligence systems. Prior to his current role, was a Partner in IBM Services where he led the delivery of Cognitive-Business-Decision-Support (CBDS) services worldwide. A computer science graduate by training, he earned his Doctorate in Engineering Management from George Washington University, USA.<\/p><p>Dr. Banerjee is certified by Cornell and Harvard University in Executive Leadership and Change Management. He loves traveling, Net-surfing and meeting the \"new\" that includes people, culture and technology.<\/p><\/div><\/div><div class=\"tp-unfold-last-toggle flex-start\"><button class=\"tp-unfold-toggle \"><i aria-hidden=\"true\" class=\"fas fa-book-open\"><\/i> Read More <\/button><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Data platform: Trends and Patterns 22nd April 2022 @ 3:00 PM Data Dialogues Data Platform: Trends and Patterns Abstract Over the past several years, digital platforms have ramped up and created services influencing the day to day activities that shapes our interaction in the physical world. As more and more systems are being added, there is more data at hand &hellip;<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"blank-builder.php","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-11004","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Platform: Trends and Patterns - Data for Public Good<\/title>\n<meta name=\"description\" content=\"By leveraging AI and machine learning in business, we can fabricate many softwares that could all work as one to take care of the most mind-boggling issues.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dataforpublicgood.org.in\/cdpg\/data-platform-trends-and-patterns\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Platform: Trends and Patterns - 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