Nizar Mahmoud

Built closet.ai: one catalogue for 40 fashion stores (Lebanese and regional), re-read every morning — 38,000+ items with price history. The hard part wasn't the scraping, it was keeping it honest. Every store structures sizes, discounts and "sold out" differently, so the...