pinned
Six products. One framework. Tap any card to read the full CIRCLES breakdown — Comprehend, Identify, Report, Cut, List, Evaluate, Summarize.
AdaptAI
Case 01 · Social Impact · AI ProductFashion has always had a size problem — but for people with disabilities, it goes far deeper. AdaptAI uses AI to design beautiful, adaptive clothing that works with every body, not against it. Built at Cornell University, this is product management in service of dignity.
Selection · Consumer AI · Fashion Tech
Pantone · FEED2F
Feed2Fit
We spend hours saving outfit inspo on Instagram and Pinterest — but we never actually wear it. Feed2Fit is the AI stylist that closes the gap between your feed and your wardrobe, making fashion personal, accessible, and actually fun.
Global Buddy
Social Impact · International Students
“Moving to a new country is one of the most overwhelming experiences a person can have — and international students do it alone, often without any support system.”
MindBridge
Case 04 · Social Impact · Mental Health · Undergrad1 in 4 college students experiences a mental health crisis — but most never seek help. The stigma is too high, the waitlists too long, the cost too much. MindBridge is an AI-powered mental wellness companion built during undergrad to make emotional support accessible, anonymous, and available at 3am when you need it most.
Selection · Career Tech · AI · Undergrad
Pantone · CAREER
CareerCompass
Most students graduate with a degree and zero idea how to actually get a job. Career centers are understaffed, advice is generic, and job searching feels like sending resumes into a void. CareerCompass is the AI career coach I wish I had — built during undergrad to give every student personalized, honest, and actionable guidance.
Aarambh
Social Impact · Women's Safety · Undergrad
“In India, vulnerable spaces are everywhere for women.”