Build / Lab
I build to validate, not to present. A mix of live products and interactive demos of the patterns I've shipped in production — open any of them and try it yourself.
Admitroom
A 0→1 marketplace where verified admits sell their real, anonymised applications to aspirants. Built solo: AI-assisted verification, anonymisation, and a correct double-entry payment ledger most MVPs skip.
AI-guided onboarding overlay
The same pattern I used to cut a multi-day activation flow down to 5 minutes — rebuilt here as a generic, interactive demo using LLM-powered contextual guidance with DOM element highlighting.
Your MBA Advisor
AI-powered GMAT tutor review platform I built from scratch: 10 user interviews, validated POC, live product. Focused on solving the authenticity problem in a market flooded with unverified reviews.