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

  1. Cutting an enterprise agent from two minutes to fifteen secondsEU enterprise, aviation services15sfrom 1–2 min
  2. Automating Medicare claim payments at 95 percent accuracyUS healthcare payer95%UAT accuracy
  3. Sole architect on a ten track lending and mortgage acceleratorUS lending and mortgage sector10use cases architected
  4. Six hours of manual migration work in twenty minutesData platform engagement, US client20 minvs 6 hours manual

All work

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.

Services