{"id":16,"date":"2025-12-14T20:58:04","date_gmt":"2025-12-15T04:58:04","guid":{"rendered":"https:\/\/community.cob.sjsu.edu\/melaniesportfolio\/points\/ethiclens-ai-ethical-shopping-assistant\/"},"modified":"2025-12-14T20:58:04","modified_gmt":"2025-12-15T04:58:04","slug":"ethiclens-ai-ethical-shopping-assistant","status":"publish","type":"points","link":"https:\/\/community.cob.sjsu.edu\/melaniesportfolio\/points\/ethiclens-ai-ethical-shopping-assistant\/","title":{"rendered":"EthicLens \u2013 AI Ethical Shopping Assistant"},"content":{"rendered":"<p>Developed for my <strong data-start=\"169\" data-end=\"215\">BUS4 110A \u2013 Management Information Systems<\/strong> course, EthicLens was created to address growing challenges around greenwashing, ingredient transparency, and ethical consumer behavior. Our goal was to design an AI-powered shopping assistant aligned with <strong data-start=\"422\" data-end=\"435\">UN SDG 12<\/strong> that helps users evaluate product sustainability, avoid allergens, and discover ethical alternatives in fashion, skincare, and beauty. Using IBM Watson NLU, Azure Machine Learning, and Azure Computer Vision, my team built a browser-extension concept, a personalized chatbot, and a mobile scanner that returns an ethical \u201cEthi-Score\u201d with clear transparency metrics. Through this project, I strengthened my skills in <strong data-start=\"852\" data-end=\"927\">AI integration, UX\/UI design, responsible tech, and data interpretation<\/strong>, and learned how to translate complex sustainability data into simple, trustworthy user experiences.<\/p>\n<p><a href=\"https:\/\/community.cob.sjsu.edu\/melaniesportfolio\/wp-content\/uploads\/sites\/1393\/2025\/12\/AI-for-Social-Good-1.pdf\">AI for Social Good (1)<\/a><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"author":2672,"featured_media":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-16","points","type-points","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/community.cob.sjsu.edu\/melaniesportfolio\/wp-json\/wp\/v2\/points\/16","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/community.cob.sjsu.edu\/melaniesportfolio\/wp-json\/wp\/v2\/points"}],"about":[{"href":"https:\/\/community.cob.sjsu.edu\/melaniesportfolio\/wp-json\/wp\/v2\/types\/points"}],"author":[{"embeddable":true,"href":"https:\/\/community.cob.sjsu.edu\/melaniesportfolio\/wp-json\/wp\/v2\/users\/2672"}],"replies":[{"embeddable":true,"href":"https:\/\/community.cob.sjsu.edu\/melaniesportfolio\/wp-json\/wp\/v2\/comments?post=16"}],"version-history":[{"count":0,"href":"https:\/\/community.cob.sjsu.edu\/melaniesportfolio\/wp-json\/wp\/v2\/points\/16\/revisions"}],"wp:attachment":[{"href":"https:\/\/community.cob.sjsu.edu\/melaniesportfolio\/wp-json\/wp\/v2\/media?parent=16"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}