{"id":9098,"date":"2026-04-02T10:59:56","date_gmt":"2026-04-02T02:59:56","guid":{"rendered":"https:\/\/www.akademisains.gov.my\/asmsj\/?post_type=article&#038;p=9098"},"modified":"2026-04-02T11:28:54","modified_gmt":"2026-04-02T03:28:54","slug":"designing-a-cutting-edge-user-centric-algorithmic-trading-platform-with-quantconnect-and-deep-learning","status":"publish","type":"article","link":"https:\/\/www.akademisains.gov.my\/asmsj\/article\/designing-a-cutting-edge-user-centric-algorithmic-trading-platform-with-quantconnect-and-deep-learning\/","title":{"rendered":"Designing a Cutting-Edge User-Centric Algorithmic Trading Platform with QuantConnect and Deep Learning"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column width=&#8221;4\/5&#8243; css=&#8221;.asmsj-main-column{padding-bottom:10px !important;}&#8221;][vc_row_inner equal_height=&#8221;yes&#8221; css=&#8221;.asmsj-inner-row{margin-bottom:10px !important;}&#8221;][vc_column_inner][vc_column_text css=&#8221;&#8221;]\t\t\r\n\t\t<div class=\"mdocs\">\r\n\t\t\t<div class=\"mdocs-wrap\"><\/div>\r\n\t\t\t<div class=\"mdocs-container\">\r\n\t\t\t\t<table class=\"table table-hover table-condensed\" id=\"mdocs-list-table\">\r\n\t\t\t\t\t<thead>\r\n\t\t\t\t\t\t<tr>\r\n\t\t\t\t\t\t\t<th class=\"mdocs-name\">Name<\/th>\r\n\t\t\t\t\t\t\t<th class=\"mdocs-downloads\">Downloads<\/th>\r\n\t\t\t\t\t\t\t<th class=\"mdocs-version\">Version<\/th>\r\n\t\t\t\t\t\t\t<th class=\"mdocs-author\">Owner<\/th>\r\n\t\t\t\t\t\t\t<th class=\"mdocs-modified\">Last Updated<\/th>\r\n\t\t\t\t\t\t\t<th class=\"mdocs-file-size\">File Size<\/th>\r\n\t\t\t\t\t\t<\/tr>\r\n\t\t\t\t\t<\/thead>\r\n\t\t\t\t\t<tbody>\r\n\t\t\t\t\t\t<tr class=\"mdocs-normal\">\r\n\t\t\t\t\t\t\t<td class=\"mdocs-name\">\r\n\t\t\t\t\t\t\t\t<div class=\"mdocs-btn-group btn-group\">\r\n\t\t\t\t\t\t\t\t\t<a class=\"mdocs-title-href\" href=\"https:\/\/www.akademisains.gov.my\/asmsj\/?sdm_process_download=1&#038;download_id=9096\" target=\"_blank\">\r\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.akademisains.gov.my\/asmsj\/wp-content\/plugins\/simple-download-monitor\/images\/pdf.png\" class=\"mdoc-file-type-icon\" alt=\"PDF\">\r\n\t\t\t\t\t\t\t\t\t\tDesigning a Cutting-Edge User-Centric Algorithmic Trading Platform with QuantConnect and Deep Learning\t\t\t\t\t\t\t\t\t<\/a>\r\n\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<\/td>\r\n\t\t\t\t\t\t\t<td class=\"mdocs-downloads\">\r\n\t\t\t\t\t\t\t\t<i class=\"fas fa-cloud-download-alt\" aria-hidden=\"true\" title=\"Downloads\"><\/i>\r\n\t\t\t\t\t\t\t\t<em style=\"color: #FF9140;\">84 <small>downloads<\/small><\/em>\r\n\t\t\t\t\t\t\t<\/td>\r\n\t\t\t\t\t\t\t<td class=\"mdocs-version\">\r\n\t\t\t\t\t\t\t\t<i class=\"fa fa-history\" aria-hidden=\"true\" title=\"Version\"><\/i>\r\n\t\t\t\t\t\t\t\t<em style=\"color: #0066FF;\">1.0<\/em>\r\n\t\t\t\t\t\t\t<\/td>\r\n\t\t\t\t\t\t\t<td class=\"mdocs-author\">\r\n\t\t\t\t\t\t\t\t<i class=\"fa fa-user\" aria-hidden=\"true\" title=\"Owner\"><\/i>\r\n\t\t\t\t\t\t\t\t<em style=\"color: #666;\">ikram<\/em>\r\n\t\t\t\t\t\t\t<\/td>\r\n\t\t\t\t\t\t\t<td class=\"mdocs-modified\">\r\n\t\t\t\t\t\t\t\t<i class=\"fa fa-calendar\" aria-hidden=\"true\" title=\"Last Modified\"><\/i>\r\n\t\t\t\t\t\t\t\t<em style=\"color: #990000;\">01-04-2026 16:04<\/em>\r\n\t\t\t\t\t\t\t<\/td>\r\n\t\t\t\t\t\t\t<td class=\"mdocs-file-size\">\r\n\t\t\t\t\t\t\t\t<i class=\"fa fa-database\" aria-hidden=\"true\" title=\"File Size\"><\/i>\r\n\t\t\t\t\t\t\t\t<em>1 MB<\/em>\r\n\t\t\t\t\t\t\t<\/td>\r\n\t\t\t\t\t\t<\/tr>\r\n\t\t\t\t\t<\/tbody>\r\n\t\t\t\t<\/table>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t<div class=\"vc_btn3-container vc_btn3-center vc_custom_1753429848041 vc_do_btn\">\r\n\t\t\t<a class=\"vc_general vc_btn3 vc_btn3-size-md vc_btn3-shape-square vc_btn3-style-flat vc_btn3-block vc_btn3-icon-left vc_btn3-color-grey\" \r\n\t\t\t   href=\"https:\/\/www.akademisains.gov.my\/asmsj\/?sdm_process_download=1&#038;download_id=9096\" target=\"_blank\">\r\n\t\t\t\t<i class=\"vc_btn3-icon \"><\/i> Download PDF\r\n\t\t\t<\/a>\r\n\t\t<\/div>\r\n\t\t\t\r\n    <div class=\"asmsj-article-header\">\r\n        <p>ASM Sc. J., 21(1), 2026<\/p>\r\n\t\t<p>Published on April 2, 2026<\/p>\r\n                    <p><a href=\"https:\/\/doi.org\/10.32802\/asmscj.2026.0077\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.32802\/asmscj.2026.0077<\/a><\/p>\r\n        \r\n                    <p><strong>Author: <\/strong>ChiFeng Tan, XinYing Chew, KhaiWah Khaw, WeiLin Teoh, ZhiLin Chong<\/p>\r\n        \r\n                    <p><strong>Abstract<\/strong><\/p>\r\n\t\t\t<p style=\"text-align:justify;\">Rapid  advances  in  big  data  analytics,  machine  learning  (ML),  and  deep  learning  (DL)  have transformed algorithmic trading (AT), enabling more accurate prediction of market trends and price movements. Once limited by technological constraints, AT is now wide ly adopted, with a large share of daily trading volume executed by hedge funds, insurance companies, and investment banks using proprietary algorithms. This institutional dominance has concentrated resources and innovation within large corporations, creating barriers that limit access to advanced trading tools for individual investors. This paper addresses this imbalance by proposing a user -centric, open-source algorithmic trading platform designed to democratise access to sophisticated trading technologies. The system integrates a custom-built deep learning model that analyses historical stock data alongside news sentiment to improve trading predictions. The trading infrastructure is implemented using the open - source QuantConnect framework, while decision-making is driven by DL and sentiment analysis techniques.  The  application  was  designed,  deployed,  and  rigorously  evaluated  using  standard software performance metrics. Results demonstrate that the proposed system enhances accessibility to  state-of-the-art  trading  strategies,  empowering  individual  investors  and  promoting  a  more inclusive, competitive, and innovative stock trading ecosystem.<\/p>\r\n        \r\n                    <p><strong>Keywords:<\/strong>\r\n                deep learning, investors, open-source, QuantConnect, stock analysis            <\/p>\r\n            <\/div>\r\n\t\r\n\t\r\n\t\r\n\t<div class=\"asmsj-citation-box\">\r\n        <h3>How to Cite<\/h3>\r\n        <p id=\"citation-text\">\r\n            2026. Designing a Cutting-Edge User-Centric Algorithmic Trading Platform with QuantConnect and Deep Learning. <em>ASM Science Journal<\/em>, 21(1), 1-15. <a href=\"https:\/\/doi.org\/10.32802\/asmscj.2026.0077\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.32802\/asmscj.2026.0077<\/a>        <\/p>\r\n\r\n        <div class=\"asmsj-actions\">\r\n            <select id=\"citation-format\">\r\n                <option value=\"apa\">APA<\/option>\r\n                <option value=\"mla\">MLA<\/option>\r\n                <option value=\"chicago\">Chicago<\/option>\r\n                <option value=\"harvard\">Harvard<\/option>\r\n                <option value=\"ieee\">IEEE<\/option>\r\n                <option value=\"vancouver\">Vancouver<\/option>\r\n            <\/select>\r\n\r\n            <button id=\"copy-citation\">Copy<\/button>\r\n            <div id=\"loading-spinner\" class=\"hidden\"><\/div>\r\n        <\/div>\r\n    <\/div>\r\n\r\n    <script>\r\n    jQuery(document).ready(function($) {\r\n        $('#citation-format').change(function() {\r\n            var format = $(this).val();\r\n            var postID = 9098;\r\n            \r\n            $('#loading-spinner').show(); \/\/ Show loading animation\r\n\r\n            $.post(asmsj_ajax.ajaxurl, {\r\n                action: 'generate_citation',\r\n                format: format,\r\n                post_id: postID\r\n            }, function(response) {\r\n                $('#citation-text').html(response);\r\n                $('#loading-spinner').hide(); \/\/ Hide loading animation\r\n            });\r\n        });\r\n\r\n        $('#copy-citation').click(function() {\r\n            var citation = $('#citation-text').text();\r\n            navigator.clipboard.writeText(citation).then(function() {\r\n                alert(\"Citation copied to clipboard!\");\r\n            });\r\n        });\r\n    });\r\n    <\/script>\r\n    [\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][vc_column width=&#8221;1\/5&#8243;][vc_widget_sidebar sidebar_id=&#8221;sidebar-blog&#8221;][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>ChiFeng Tan, XinYing Chew, KhaiWah Khaw, WeiLin Teoh, ZhiLin Chong<br \/><a>https:\/\/doi.org\/10.32802\/asmscj.2026.0077<\/a><\/p>\n","protected":false},"author":827,"featured_media":0,"menu_order":0,"comment_status":"open","ping_status":"open","template":"","format":"standard","meta":{"footnotes":""},"categories":[73],"tags":[2052,4042,4043,4044,4045],"issuem_issue":[3982],"class_list":["post-9098","article","type-article","status-publish","format-standard","hentry","category-research-articles","tag-deep-learning","tag-investors","tag-open-source","tag-quantconnect","tag-stock-analysis","issuem_issue-asm-sc-j-vol-21-no-1-2026"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.akademisains.gov.my\/asmsj\/wp-json\/wp\/v2\/article\/9098","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.akademisains.gov.my\/asmsj\/wp-json\/wp\/v2\/article"}],"about":[{"href":"https:\/\/www.akademisains.gov.my\/asmsj\/wp-json\/wp\/v2\/types\/article"}],"author":[{"embeddable":true,"href":"https:\/\/www.akademisains.gov.my\/asmsj\/wp-json\/wp\/v2\/users\/827"}],"replies":[{"embeddable":true,"href":"https:\/\/www.akademisains.gov.my\/asmsj\/wp-json\/wp\/v2\/comments?post=9098"}],"version-history":[{"count":4,"href":"https:\/\/www.akademisains.gov.my\/asmsj\/wp-json\/wp\/v2\/article\/9098\/revisions"}],"predecessor-version":[{"id":9102,"href":"https:\/\/www.akademisains.gov.my\/asmsj\/wp-json\/wp\/v2\/article\/9098\/revisions\/9102"}],"wp:attachment":[{"href":"https:\/\/www.akademisains.gov.my\/asmsj\/wp-json\/wp\/v2\/media?parent=9098"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.akademisains.gov.my\/asmsj\/wp-json\/wp\/v2\/categories?post=9098"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.akademisains.gov.my\/asmsj\/wp-json\/wp\/v2\/tags?post=9098"},{"taxonomy":"issuem_issue","embeddable":true,"href":"https:\/\/www.akademisains.gov.my\/asmsj\/wp-json\/wp\/v2\/issuem_issue?post=9098"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}