At Assistwell, I architected an asynchronous clinical document pipeline that processes 50K+ documents per month while keeping user-facing p95 API latency under 300 ms. I also developed a human-in-the-loop review queue and hybrid RAG retrieval, improving answer relevance by 35% and reducing hallucinated responses by 40%.
I delivered source-cited copilot interfaces adopted weekly by 80% of 200+ clinical and operations staff, and implemented model routing that cut inference costs by about 30% with no quality loss. I also introduced observability and release automation, and mentored four engineers on RAG and agents.
At Fiberplane, I engineered a Rust Operational Transformation engine compiled to WebAssembly for collaborative incident notebooks, enabling concurrent edits to converge without locks. I also shipped Fiberplane Studio, an open-source API debugger, and integrated AI models and agent interfaces.
At Adonis Software, I led a four-engineer team delivering Loki, a paid audio and video consulting platform across iOS, Android, and web. I designed session and ledger logic for reliable billing, and directed delivery of Naiss, a mid-term rental app; earlier, at Relevant Software, I delivered web and IoT monitoring products.
