I build production AI systems from architecture to deployment, including MockHire, a multi-product agentic hiring platform with ATS analysis, real-time AI interviews, and a six-stage candidate evaluation pipeline.
I built MockHire's dual-WebSocket audio pipeline for low-latency speech-to-speech interviews, live transcription, and adaptive questions using Gemini Live API. I also created an evidence-driven evaluation engine that combines job requirements, resumes, GitHub evidence, and interview results into hiring recommendations.
I've also built real-time queue management and transaction backend systems, and I ship frontend features for LinealEdge.com that support live lead-generation workflows.
