//Case StudyCo-founder & CTO2025
Procyra
An AI sourcing engine that matches business needs to the right providers.
Next.jsTypeScriptLLM pipelines
//Overview
Procyra is a requirements-first sourcing and matchmaking engine. Users describe a business need in plain language. Procyra searches the open web, gathers candidates, ranks providers against the stated requirements, and explains why each one fits.
It covers both entities and people: companies, service providers, and individual professionals. The product is live in private beta, with a public launch targeting Orange County first.
//What I built
- Product architecture and the full AI pipeline: retrieval, candidate gathering, requirement-aware ranking, and structured explanations.
- Frontend, auth, data models, and deployment infrastructure.
- Product strategy alongside two co-founders, from first prototype through the current beta.