{"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":"2024-02-20T01:49:15","modified_gmt":"2024-02-20T01:49:15","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\/sg\/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\/sg\/wp-content\/uploads\/sites\/6\/2023\/12\/Case-Study-Pic.png\" alt=\"\" class=\"wp-image-1043758\" srcset=\"https:\/\/www.beyondsoft.com\/sg\/wp-content\/uploads\/sites\/6\/2023\/12\/Case-Study-Pic.png 528w, https:\/\/www.beyondsoft.com\/sg\/wp-content\/uploads\/sites\/6\/2023\/12\/Case-Study-Pic-300x156.png 300w\" 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 services needs.\u200b Challenges 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 [&hellip;]<\/p>\n","protected":false},"featured_media":1044222,"template":"","service-category":[44],"industry-category":[50],"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"],"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 - Beyondsoft<\/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:\/\/www.beyondsoft.com\/sg\/customer-stories\/ai-and-machine-learning-powered-financial-market-digital-twin-trader-for-shanghai-based-international-commercial-bank\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\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 - Beyondsoft\" \/>\n<meta property=\"og:description\" content=\"Client A Shanghai-based commercial bank focusing on meeting private banking clients\u2019 comprehensive financial services needs.\u200b Challenges 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 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.beyondsoft.com\/sg\/customer-stories\/ai-and-machine-learning-powered-financial-market-digital-twin-trader-for-shanghai-based-international-commercial-bank\/\" \/>\n<meta property=\"og:site_name\" content=\"Beyondsoft\" \/>\n<meta property=\"article:modified_time\" content=\"2024-02-20T01:49:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.beyondsoft.com\/sg\/wp-content\/uploads\/sites\/6\/2023\/12\/Ai-Financial-Market.png\" \/>\n\t<meta property=\"og:image:width\" content=\"850\" \/>\n\t<meta property=\"og:image:height\" content=\"895\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.beyondsoft.com\/sg\/customer-stories\/ai-and-machine-learning-powered-financial-market-digital-twin-trader-for-shanghai-based-international-commercial-bank\/\",\"url\":\"https:\/\/www.beyondsoft.com\/sg\/customer-stories\/ai-and-machine-learning-powered-financial-market-digital-twin-trader-for-shanghai-based-international-commercial-bank\/\",\"name\":\"AI and Machine Learning Powered Financial Market Digital Twin Trader for Shanghai based International Commercial Bank - 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