{"id":6997,"date":"2020-08-05T14:59:13","date_gmt":"2020-08-05T12:59:13","guid":{"rendered":"https:\/\/ditech.media\/?p=6997"},"modified":"2020-08-05T14:59:13","modified_gmt":"2020-08-05T12:59:13","slug":"sergi-sergiev","status":"publish","type":"post","link":"https:\/\/ditech.media\/wdw\/iecotc\/sergi-sergiev\/","title":{"rendered":"Sergi Sergiev"},"content":{"rendered":"<blockquote><p><span style=\"font-weight: 400;\">CEO of ShopUp, Bulgaria<\/span><\/p><\/blockquote>\n<p><span style=\"font-weight: 400;\">10 years of experience in data science, machine learning, and data mining, especially in the IoT, Finance, Retail and eCommerce sector where I&#8217;m working in the areas of deep-learning, robotics and time series.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Now, focused on projects which apply Data Science for retailers to be more effective and customer-centric.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Solid experience as Business and Operational Manager managing a variety of diverse teams in established companies and startups.MBA graduate from WU Executive Academy. Co-founder of Data Science Society.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In four words: #DataScience #AI #Retail #eCommerce<\/span><\/p>\n<blockquote><p>Session: <span style=\"font-weight: 400;\">Applying Data Science and AI for your eCommerce in a smart and cost effective way &#8211; several real cases presentation<\/span><\/p><\/blockquote>\n<p>Intro about Data Science and AI<\/p>\n<p>Data &#8211; how to merge different sources of data &#8211; Customer Data Platform<\/p>\n<p>Basic aggregations &#8211; on user level, products, article level and why we need them<\/p>\n<p>presenting 3 projects:<\/p>\n<p>&#8211; article advisor &#8211; BG client &#8211; how to optimize your content and where to focus on or introduce new products<\/p>\n<p>&#8211; user preferences &#8211; UK customer &#8211; recommender for product attributes, based on customer interest<\/p>\n<p>&#8211; article recommender or mobile notification optimizer<\/p>\n<h4>Learning outcomes:<\/h4>\n<ul>\n<li><span style=\"font-weight: 400;\">Better understanding about how to combine different sources of data and why.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Understand what are the aggregation metrics and why we need them<\/span>.<\/li>\n<li><span style=\"font-weight: 400;\">What is needed to define in advance before starting a Data Science project &#8211; data, goals, steps.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Different real case examples from various locations.<\/span><\/li>\n<\/ul>\n<blockquote><p>Additional information and International eCommerce &amp; Omnichannel Transformation Conference programme \u2013\u00a0<a href=\"https:\/\/iecotc.com\/schedule\/\" target=\"_blank\" rel=\"external noopener noreferrer nofollow\" data-wpel-link=\"external\">here<\/a><\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>CEO of ShopUp, Bulgaria 10 years of experience in data science, machine learning, and data mining, especially in the IoT, Finance, Retail and eCommerce sector where I&#8217;m working in the areas of deep-learning, robotics and time series. Now, focused on projects which apply Data Science for retailers to be more effective and customer-centric. Solid experience &hellip;<\/p>\n","protected":false},"author":2,"featured_media":6998,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[286,272],"tags":[],"_links":{"self":[{"href":"https:\/\/ditech.media\/wp-json\/wp\/v2\/posts\/6997"}],"collection":[{"href":"https:\/\/ditech.media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ditech.media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ditech.media\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/ditech.media\/wp-json\/wp\/v2\/comments?post=6997"}],"version-history":[{"count":0,"href":"https:\/\/ditech.media\/wp-json\/wp\/v2\/posts\/6997\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ditech.media\/wp-json\/wp\/v2\/media\/6998"}],"wp:attachment":[{"href":"https:\/\/ditech.media\/wp-json\/wp\/v2\/media?parent=6997"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ditech.media\/wp-json\/wp\/v2\/categories?post=6997"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ditech.media\/wp-json\/wp\/v2\/tags?post=6997"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}