I build agentic systems that survive production.
Senior AI Engineer. Multi-agent architecture, MCP tool layers, retrieval, and the unglamorous work that decides whether any of it ships: latency, cost, guardrails, audit trails.
15s
agent latency, from 1–2 min
−66%
prompt tokens
95%
UAT accuracy, claims automation
Selected work
- Cutting an enterprise agent from two minutes to fifteen seconds EU flight-catering enterprise 15s from 1–2 min
- Automating Medicare claim payments at 95 percent accuracy US healthcare payer 95% UAT accuracy
- Sole architect on a ten track lending and mortgage accelerator US lending and mortgage sector 10 use cases architected
- Six hours of manual migration work in twenty minutes Data platform engagement, US client 20 min vs 6 hours manual
How I work
Architecture reviews for teams whose agents work in a demo and fall over in production. Two week proofs built to go live, not to impress. Guardrails and compliance for regulated data.