Overview
UCTalent is a recruitment platform for high-tech, AI and Web3 roles, combining a job board, a rewarded referral programme and a Smart ATS for employers. Its technical core is an AI matching system between job descriptions and candidate profiles, built on vector embeddings combined with business rules rather than plain keyword matching. I worked on it as a fullstack developer within the team, covering both the Next.js frontend and the NestJS services behind it.
Key contributions
- Developed the AI matching system between job descriptions and candidate profiles using vector embeddings and matching algorithms, reaching 85%+ accuracy.
- Worked fullstack across Next.js and NestJS, contributing to both the interface and the backing services.
- Refactored 5+ modules toward Hexagonal Architecture and DDD, reducing coupling and improving maintainability.
