Hi, I Am John Roy Cabezas

AI Engineer & Team Lead building intelligent, production-grade applications—LLMs, RAG pipelines, vector databases, MCP, and agent-driven automation—paired with scalable web stacks (React, NestJS, Django). Focused on reliable systems, seamless UX, and on-time delivery.