{"id":1796,"date":"2017-03-10T11:23:34","date_gmt":"2017-03-10T11:23:34","guid":{"rendered":"https:\/\/www.kolabtree.com\/blog\/?p=1796"},"modified":"2017-04-10T11:52:20","modified_gmt":"2017-04-10T11:52:20","slug":"feature-dave-kale","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/feature-dave-kale\/","title":{"rendered":"Featured Freelancer: Dave Kale"},"content":{"rendered":"<p>Announcing our #FridayFeature series! From this week onward, we will feature a freelancer from our global pool of 2000+ experts every Friday. From Life Sciences to Data Science, we&#8217;ve got a wide range of subject specialists on board.<\/p>\n<div>We begin with <strong>Dr. David Kale<\/strong>, an alumnus of Stanford University and the University of Southern California. Dr. Kale specializes in using machine learning to extract insights from digital data in high impact domains, including but not limited to health care. His primary interest is in developing robust methods for mining and modeling multivariate time series. Currently, he is modifying and applying recurrent neural networks (RNNs) to clinical time series, which pose many challenges to traditional RNN structures. He is also interested in investigating whether recent breakthroughs in deep reinforcement learning can be used to learn and predict the effects of treatments and interventions.<\/div>\n<div><\/div>\n<p>&nbsp;<\/p>\n<div><strong>Specializations:<\/strong><\/div>\n<div>Data Analysis, Research &amp; Development, Health &amp; Medicine (General), Probability &amp; Statistics, Forecasting &amp; Prediction, Machine Learning, <a href=\"https:\/\/www.kolabtree.com\/blog\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">Artificial Intelligence<\/a><\/div>\n<p>&nbsp;<\/p>\n<div><\/div>\n<div>Want to get in touch with <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/david-kale\/\">Dr. Kale <\/a>for a project? Register on www.kolabtree.com!<\/div>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Announcing our #FridayFeature series! From this week onward, we will feature a freelancer from our global pool of 2000+ experts every Friday. From Life Sciences to Data Science, we&#8217;ve got a wide range of subject specialists on board. We begin with Dr. David Kale, an alumnus of Stanford University and the University of Southern California.<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/feature-dave-kale\/\" title=\"Read More\">Read More<\/a><\/div>\n","protected":false},"author":12,"featured_media":1798,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[304],"tags":[275,274,273,272],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v20.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Friday Feature: Dave Kale, Data Analysis and Machine Learning Expert<\/title>\n<meta name=\"description\" content=\"Want to get in touch with Dave Kale for a research project? Get in touch at kolabtree.com and request his services.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.kolabtree.com\/blog\/feature-dave-kale\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Featured Freelancer: Dave Kale\" \/>\n<meta property=\"og:description\" content=\"Want to get in touch with Dave Kale for a research project? 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