{"id":2547,"date":"2021-11-10T19:00:13","date_gmt":"2021-11-10T18:00:13","guid":{"rendered":"https:\/\/dev.littlebigcode.fr\/cas-client\/application-doptimisation-de-la-supply-chain\/"},"modified":"2021-11-16T17:07:10","modified_gmt":"2021-11-16T16:07:10","slug":"application-doptimisation-de-la-supply-chain","status":"publish","type":"cas-client","link":"https:\/\/dev.littlebigcode.fr\/en\/cas-client\/application-doptimisation-de-la-supply-chain\/","title":{"rendered":"Supply chain optimization application"},"content":{"rendered":"<style>\nh3 {color : #1CACE4}<br \/><\/style>\n<h3><strong>Context and issues<\/strong><\/h3>\n<p><\/p>\n<div class=\"page\" title=\"Page 12\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<p>Analyze current processes, to optimize the Supply Chain and improve operational performance.<br \/>\nImprove the range of pharmacies through a very fine granularity rate depending on location, population etc.<br \/>\nOptimize supplies, inventory management and the delivery channel.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<h3><strong>Goals<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<div class=\"page\" title=\"Page 12\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<p>Set up and maintain an application to analyze the existing situation and identify areas for improvement through Machine Learning algorithms and operational research.<br \/>\nDefine the new practices to be implemented and explain how to do it.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<h3><strong>Our intervention<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<p>2 Data Scientist, 1 Data Engineer\u200b, 1 operations research consultant<\/p>\n<div class=\"page\" title=\"Page 12\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Recovery, cleaning, and processing of data which is required for the project<\/li>\n<li>Development of analysis algorithms, operational research, and prediction<\/li>\n<li>Continuous improvement of learning algorithms for better prediction<\/li>\n<li>Team collaboration on the project using agile methodology<\/li>\n<li>Test, acceptance, and production of the project<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<div class=\"page\" title=\"Page 12\">\n<div class=\"layoutArea\">\n<div class=\"column\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3><\/h3>\n<h3><strong>Results<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<div class=\"page\" title=\"Page 12\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<p>Application in terms of the production and functional aspect.<br \/>\nPositive feedback from operational teams whose work becomes more efficient<br \/>\nIn view of the very good results, the client plans to deploy the application over a larger scope<\/p>\n<\/div>\n<\/div>\n<\/div>\n<h3><\/h3>\n<p>&nbsp;<\/p>\n<h3><strong>Technical environment<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<div class=\"page\" title=\"Page 12\">\n<div class=\"layoutArea\">\n<div class=\"column\">\nPython &#8211; Pandas &#8211; Numpy &#8211; Skleam &#8211; Tenserflow &#8211; Keras &#8211; Pytorch &#8211; Azure &#8211; GitLab CI<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Context and issues Analyze current processes, to optimize the Supply Chain and improve operational performance. Improve the range of pharmacies through a very fine granularity rate depending on location, population etc. Optimize supplies, inventory management and the delivery channel. &nbsp; Goals &nbsp; Set up and maintain an application to analyze the existing situation and identify [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1653,"comment_status":"closed","ping_status":"open","template":"","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":""},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.7.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Supply chain optimization application | LittleBigCode.fr<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dev.littlebigcode.fr\/en\/cas-client\/application-doptimisation-de-la-supply-chain\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Supply chain optimization application | LittleBigCode.fr\" \/>\n<meta property=\"og:description\" content=\"Context and issues Analyze current processes, to optimize the Supply Chain and improve operational performance. 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