TradeCoins
The hard part was never the app.
A B2B medicine marketplace for Pakistani pharmacies. Wholesaler price lists arrive in five formats and name the same medicine five ways — matching them to one catalogue accurately, and keeping it accurate as the sources change, is the engineering. We fine-tuned an open-weight model on our own corpus and built the matching layer around it.