At MatriceAI, I build real-time streaming capabilities that improve video startup, synchronization, and reliability. I reduced stream startup latency by 67%, eliminated ML overlay desynchronization, and delivered a fault-tolerant multi-server streaming layer.
I'm the top frontend contributor across seven repositories, mentoring junior engineers while strengthening API contracts, validation, authentication, and security. I also built MCUHub, a Next.js and Express project featuring graph traversal, JWT authentication, idempotent writes, testing, and CI.
