{"id":14498,"date":"2025-05-22T15:48:21","date_gmt":"2025-05-22T22:48:21","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/2025\/ai-assisted-data-insight-visualization\/"},"modified":"2025-05-22T15:48:21","modified_gmt":"2025-05-22T22:48:21","slug":"ai-assisted-data-insight-visualization","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2025\/ai-assisted-data-insight-visualization\/","title":{"rendered":"AI-assisted Data Insight Visualization"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Laserfiche<\/span> <span class=\"project-dept-year\">Computer Science\/Mathematics, 2024\u201325<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Shawn Bradford, Huize Huang SCR \u201920<br \/>\n<strong>Advisor(s):<\/strong> Chris Stone<br \/>\n<strong>Students(s):<\/strong> Brian Cha, Marina Kazarian, Maxine Liu, Laurie Luo, Gabriel Yang (TL-S), Lydia Yang (TL-F)<\/p>\n<\/div>\n<div class=\"project-abstract\">\nLaserfiche is a software-as-a-service company that offers process automation solutions. It handles many files for users, from spreadsheets (CSV &#038; XLSX files) to PDFs. In order to increase productivity for their users, Laserfiche wants to use artificial intelligence (AI) to generate insights and visualizations from input data and increase visualization options provided to the user. The Clinic team explored the use of generative AI, specifically large language models, for this purpose.\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Laserfiche Computer Science\/Mathematics, 2024\u201325 Liaison(s): Shawn Bradford, Huize Huang SCR \u201920 Advisor(s): Chris Stone Students(s): Brian Cha, Marina Kazarian, Maxine [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[140,185],"tags":[230],"class_list":["post-14498","post","type-post","status-publish","format-standard","hentry","category-computer-science","category-mathematics","tag-laserfiche"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/14498","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=14498"}],"version-history":[{"count":1,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/14498\/revisions"}],"predecessor-version":[{"id":14543,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/14498\/revisions\/14543"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=14498"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=14498"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=14498"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}