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, how to design for AI, and how to redesign something users already hate. Each opens in its own page — read them when you have a coffee handy.
Robotic Surgery AI Instructor — replacing the senior doctor in the room
12 patients of Thoracic Left Lower Lobe surgery 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 — without skipping the human in the loop.
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 at Masters' Union. 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. The case for solving the pain merchants pay for instead of the pain they Tweet about.
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. A hub-and-spoke model with phone-first onboarding — pitched at Masters' Union 2023.
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. A "Trend Feed" proposal with metrics that actually mean something.
Master's Union LMS — fixing the portal students were already complaining about
Two personas, two dashboards, one calendar that finally tells you when class starts. Won a 50% scholarship (₹2.45L) at the Masters' Union PM Bootcamp.