Product work, written out.
Seven projects that taught me different things: how to build AI for medicine, how to ship 0→1 under pressure, how to read a market nobody's looking at, and how to redesign something users already hate.
CSM Frontier App — the internal tool used daily by 20+ people
Built with Claude Code from scratch. No eng resource. A full-stack agent performance monitor that replaced spreadsheets and Slack threads as the default QBR data source.
Robotic Surgery AI Instructor — replacing the senior doctor in the room
12 patients of surgical video data. Mask-RCNN + X-Mem. 71% IoU on artery segmentation. Validated by 4 doctors from SCOPE. The most technical case in the set.
EMA Claims — an AI specialist for a process that's 40% broken
US healthcare claims processing is slow, error-prone, and expensive. A persona-design approach to building an AI specialist that cuts processing time in half.
Freese — building an egg-freezing platform in a country that won't talk about it
A no-code MVP, 4 user personas, 6 VC pitches, and ₹3L in grant money — all in one weekend. Story of how an uncomfortable topic became a fundable idea.
Aasaan Checkout — the marketplace hub D2C merchants actually wanted
Two merchant interviews, one unnamed problem (cross-platform inventory drift), and a full PRD on Notion.
Maitri — fixing the unspoken bottleneck in Indian agriculture
A $7.4B TAM hiding in the agricultural rental market. 85% of farmland owned by farmers who can't access machinery on time.
YouTube Shorts — why the feed feels stale, and what to do about it
35 surveys, 10+ interviews, and one uncomfortable insight: it's not the interface, it's the content.
Master's Union LMS — fixing the portal students were already complaining about
Two personas, two dashboards, one calendar. Won a 50% scholarship (₹2.45L) at the Masters' Union PM Bootcamp.