{"id":7517,"date":"2025-08-25T15:19:27","date_gmt":"2025-08-25T19:19:27","guid":{"rendered":"https:\/\/carleton.ca\/cuids\/?p=7517"},"modified":"2026-05-13T16:10:00","modified_gmt":"2026-05-13T20:10:00","slug":"carleton-students-crack-real-world-ai-challenge-in-mindbridges-2025-data-science-competition","status":"publish","type":"post","link":"https:\/\/carleton.ca\/cuids\/2025\/carleton-students-crack-real-world-ai-challenge-in-mindbridges-2025-data-science-competition\/","title":{"rendered":"Carleton Students Crack Real-World AI Challenge in MindBridge\u2019s 2025 Data Science Competition"},"content":{"rendered":"\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n            <div class=\"cu-textmedia flex flex-col lg:flex-row mx-auto gap-6 md:gap-10 my-6 md:my-12 first:mt-0 max-w-5xl\">\n        <div class=\"justify-start cu-textmedia-content cu-prose-first-last\" style=\"flex: 0 0 100%;\">\n            <header class=\"font-light prose-xl cu-pageheader md:prose-2xl cu-component-updated cu-prose-first-last\">\n                                    <h1 class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px text-3xl md:text-4xl lg:text-5xl lg:leading-[3.5rem] pb-5 after:w-10 text-cu-black-700 not-prose\">\n                        Carleton Students Crack Real-World AI Challenge in MindBridge\u2019s 2025 Data Science Competition\n                    <\/h1>\n                \n                                \n                            <\/header>\n\n                    <\/div>\n\n            <\/div>\n\n    <\/div>\n<\/section>\n\n<p>The&nbsp;<a href=\"https:\/\/www.ottawalife.com\/article\/carleton-students-tackle-financial-irregularities-in-mindbridges-new-data-science-challenge\/\">inaugural MindBridge Data Science Challenge<\/a>, held in partnership with the Carleton University Institute for Data Science (CUIDS), invited students to build AI models capable of detecting anomalies in financial data. Over eight weeks, participants worked with a modified credit card transaction dataset, applying machine learning techniques to uncover fraud and digit-pattern irregularities.<\/p>\n\n\n\n<p>The competition launched on May 28 with a lecture by Dr. Aras Kayvan, Senior Data Scientist at MindBridge, who introduced students to outlier analysis\u2014a key concept in identifying unusual patterns in large datasets. From there, students were tasked with designing code-based solutions that balanced technical rigor, creativity, and clarity of insight.<\/p>\n\n\n\n<p>Congratulations to Amin Nabavi, a Ph.D. student in the DSAAI program, who finished first place, who earned a MacBook Pro and a guaranteed interview for a paid internship at MindBridge. Second place was awarded to Mohammad Reza Zarei, a Ph.D. student in the Computer Science program, and third to Ahmed Elnimah\u2014both of whom also received tech prizes and internship interviews.<\/p>\n\n\n\n<p>Please visit the Ottawa Life website <a href=\"https:\/\/www.ottawalife.com\/article\/carleton-students-crack-real-world-ai-challenge-in-mindbridges-2025-data-science-competition\/\">here<\/a> for more information on the MindBridge Data Science Challenge.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The&nbsp;inaugural MindBridge Data Science Challenge, held in partnership with the Carleton University Institute for Data Science (CUIDS), invited students to build AI models capable of detecting anomalies in financial data. Over eight weeks, participants worked with a modified credit card transaction dataset, applying machine learning techniques to uncover fraud and digit-pattern irregularities. The competition launched [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[1],"tags":[],"class_list":["post-7517","post","type-post","status-publish","format-standard","hentry","category-news"],"acf":{"cu_post_thumbnail":""},"_links":{"self":[{"href":"https:\/\/carleton.ca\/cuids\/wp-json\/wp\/v2\/posts\/7517","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/carleton.ca\/cuids\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/carleton.ca\/cuids\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/carleton.ca\/cuids\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/carleton.ca\/cuids\/wp-json\/wp\/v2\/comments?post=7517"}],"version-history":[{"count":1,"href":"https:\/\/carleton.ca\/cuids\/wp-json\/wp\/v2\/posts\/7517\/revisions"}],"predecessor-version":[{"id":7518,"href":"https:\/\/carleton.ca\/cuids\/wp-json\/wp\/v2\/posts\/7517\/revisions\/7518"}],"wp:attachment":[{"href":"https:\/\/carleton.ca\/cuids\/wp-json\/wp\/v2\/media?parent=7517"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/carleton.ca\/cuids\/wp-json\/wp\/v2\/categories?post=7517"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/carleton.ca\/cuids\/wp-json\/wp\/v2\/tags?post=7517"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}