AI/Full-Stack Engineer at AmalgamRx. I work on agentic systems and clinical ML as well as voice — plus the infra to keep it all up and running.
- 🎙️ real-time voice AI — STT/TTS pipelines and WebRTC widgets on FastRTC
- 🤖 spent a good chunk of 2026 building agentic teammates you wouldn't know aren't real people — one lives inside Microsoft Teams, reads meeting transcripts, assigns tasks, and knows who to bug about what
- 🧠 LLM agents, knowledge graphs, and the retrieval/eval pipelines underneath them — including one that other AI agents at work now query as their source of truth
- 🛡️ fastmcp-guard — the ops layer FastMCP doesn't ship with: API key issuance/rotation/revocation, per-key and per-tool rate limiting, and audit logging, published on PyPI
- 🎹 mildly obsessed with music — apparently that means building a 29-note MIDI pedalboard for a virtual pipe organ instead of just, you know, playing normally
also send the odd PR upstream when something's broken — fastrtc, headroom, and whatever else crosses my path
somewhere in there I also co-authored a few papers — healthcare LLM guardrails, an educational chatbot (first author), deepfake detection, and most recently a passive EHR-based sleep apnea screening model (accepted to CSCE'26, Springer, publication pending) — and as a part of the team at AmalgamRx picked up a couple of AI Breakthrough Awards in 2024 and 2026 — I mostly just broke things and occasionally shipped code