{"id":1043757,"date":"2023-12-19T07:28:07","date_gmt":"2023-12-19T07:28:07","guid":{"rendered":"https:\/\/www.beyondsoft.com\/sg\/?post_type=customer-story&#038;p=1043757"},"modified":"2025-07-18T15:07:25","modified_gmt":"2025-07-18T15:07:25","slug":"ai-and-machine-learning-powered-financial-market-digital-twin-trader-for-shanghai-based-international-commercial-bank","status":"publish","type":"customer-story","link":"https:\/\/www.beyondsoft.com\/jp\/customer-stories\/ai-and-machine-learning-powered-financial-market-digital-twin-trader-for-shanghai-based-international-commercial-bank\/","title":{"rendered":"AI and Machine Learning Powered Financial Market Digital Twin Trader for Shanghai based International Commercial Bank"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p class=\"has-large-font-size\">Client<\/p>\n\n\n\n<p>A Shanghai-based commercial bank focusing on meeting private banking clients\u2019 comprehensive financial services needs.\u200b<\/p>\n\n\n\n<p class=\"has-large-font-size\">Challenges<\/p>\n\n\n\n<p>Financial institutions are facing the problem of recommending stocks that cater to the investors\u2019 trading behavior and strategies. Faced with a huge range of stocks, investors in the stock market may also be overwhelmed and daunted by the number of choices available on their plates. In order to provide a better trading experience for the investors, our client seeks our expertise in implementing AI and Machine Learning to power the financial market\u2019s Digital Twin.<\/p>\n\n\n\n<p class=\"has-large-font-size\">Services<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data ingestion service that collects various bond market data and economy data from different sources\u200b.<\/li>\n\n\n\n<li>Training of machine learning model to perform market price prediction\u200b.<\/li>\n\n\n\n<li>Training of classification model to generate buy\/sell recommendation to individual traders.\u200b<\/li>\n\n\n\n<li>Web application to allow traders to interact with the recommendations and track performance. \u200b<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"528\" height=\"274\" src=\"https:\/\/www.beyondsoft.com\/jp\/wp-content\/uploads\/2023\/12\/Case-Study-Pic-1.png\" alt=\"\" class=\"wp-image-1043758\" srcset=\"https:\/\/www.beyondsoft.com\/jp\/wp-content\/uploads\/sites\/4\/2023\/12\/Case-Study-Pic-1.png 528w, https:\/\/www.beyondsoft.com\/jp\/wp-content\/uploads\/sites\/4\/2023\/12\/Case-Study-Pic-1-300x156.png 300w, https:\/\/www.beyondsoft.com\/jp\/wp-content\/uploads\/sites\/4\/2023\/12\/Case-Study-Pic-1-278x144.png 278w\" sizes=\"(max-width: 528px) 100vw, 528px\" \/><\/figure>\n\n\n\n<p class=\"has-large-font-size\">Benefits<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Automatic buy and sell recommendations will be made to individual traders, based on market prediction as well as individual traders\u2019 behavior.\u200b<\/li>\n\n\n\n<li>Expandability on the recommendation, discovery of traders\u2019 behavior, for better decision making as well as for junior traders\u2019 references.\u200b<\/li>\n\n\n\n<li>Recommended portfolio tracking against benchmark.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Client A Shanghai-based commercial bank focusing on meeting private banking clients\u2019 comprehensive financial s [&hellip;]<\/p>\n","protected":false},"featured_media":1044222,"template":"","meta":{"_links_to":"","_links_to_target":""},"service-category":[9],"industry-category":[45],"external-author":[],"class_list":["post-1043757","customer-story","type-customer-story","status-publish","has-post-thumbnail","hentry","service-category-data-and-ai-modernization","industry-category-banking-financial-services-and-insurance-bfsi"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI and Machine Learning Powered Financial Market Digital Twin Trader for Shanghai based International Commercial Bank - IT Solutions Company Japan | Beyondsoft<\/title>\n<meta name=\"description\" content=\"Insights. AI and Machine Learning Powered Financial Market Digital Twin Trader for Shanghai based International Commercial Bank\" \/>\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.beyondsoft.com\/jp\/customer-stories\/ai-and-machine-learning-powered-financial-market-digital-twin-trader-for-shanghai-based-international-commercial-bank\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI and Machine Learning Powered Financial Market Digital Twin Trader for Shanghai based International Commercial Bank - IT Solutions Company Japan | Beyondsoft\" \/>\n<meta property=\"og:description\" content=\"Insights. 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