{"id":186562,"date":"2025-05-05T10:20:42","date_gmt":"2025-05-05T14:20:42","guid":{"rendered":"https:\/\/www.hajim.rochester.edu\/senior-design-day\/?p=186562"},"modified":"2026-05-04T08:43:41","modified_gmt":"2026-05-04T12:43:41","slug":"leveraging-data-science-for-supply-chain-risk-mitigation","status":"publish","type":"post","link":"https:\/\/www.hajim.rochester.edu\/senior-design-day\/leveraging-data-science-for-supply-chain-risk-mitigation\/","title":{"rendered":"Leveraging Data Science for Supply Chain &#038; Risk Mitigation"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-191202 alignright\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/03\/4618-GIDS-Wordmark-V1-FINAL-300x44.jpg\" alt=\"\" width=\"300\" height=\"44\" srcset=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/03\/4618-GIDS-Wordmark-V1-FINAL-300x44.jpg 300w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/03\/4618-GIDS-Wordmark-V1-FINAL-1024x152.jpg 1024w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/03\/4618-GIDS-Wordmark-V1-FINAL-768x114.jpg 768w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/03\/4618-GIDS-Wordmark-V1-FINAL.jpg 1052w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<h2>Authors<\/h2>\n<p>Zhe Chen, Luca Laport, Erjia Meng, Zhefu Qin, Diego Vel\u00e1zquez<\/p>\n<h2>Sponsor<\/h2>\n<p>Rel8ted, Ryan Hilimoniuk<\/p>\n<h2>Instructor<\/h2>\n<p>Professor Ajay Anand<\/p>\n<h2>Abstract<\/h2>\n<p>Modern supply chains face growing risks from geopolitical instability, financial uncertainty, and supplier concentration. Our project aims to identify hidden vulnerabilities and improve supply chain resilience using data science. We analyzed global shipment records, clustered suppliers by risk, and mapped trade networks to expose critical dependencies. Our results reveal overreliance on high-risk regions and firms, especially between China and the U.S. By integrating network analysis and machine learning, we offer a scalable framework to support data-driven risk mitigation and sourcing strategies.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-211192 aligncenter\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/Capstone-poster-48-x-36-in-300x225.png\" alt=\"\" width=\"717\" height=\"538\" srcset=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/Capstone-poster-48-x-36-in-300x225.png 300w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/Capstone-poster-48-x-36-in-1024x768.png 1024w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/Capstone-poster-48-x-36-in-768x576.png 768w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/Capstone-poster-48-x-36-in-1536x1152.png 1536w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/Capstone-poster-48-x-36-in-2048x1536.png 2048w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2025\/05\/Capstone-poster-48-x-36-in-1920x1440.png 1920w\" sizes=\"auto, (max-width: 717px) 100vw, 717px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Authors Zhe Chen, Luca Laport, Erjia Meng, Zhefu Qin, Diego Vel\u00e1zquez Sponsor Rel8ted, Ryan Hilimoniuk Instructor Professor Ajay Anand Abstract Modern supply chains face growing risks from geopolitical instability, financial&hellip;<\/p>\n","protected":false},"author":15672,"featured_media":211232,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[4442,106],"tags":[],"coauthors":[20322,20292,20282,20332,20342],"class_list":["post-186562","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-archive","category-dsc-archive"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Leveraging Data Science for Supply Chain &amp; 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