I build production AI systems and the web platforms they run on. Former founder-operator, so I take a problem from an uncertain brief through discovery, design, prototype, architecture and delivery, and I stay accountable for how it behaves in production.
I code like an engineer, communicate like a product manager and navigate customers like a founder. Most of my work involves multi-agent systems, evaluation gates as release conditions, and the operational plumbing that keeps them dependable.
Experience
AI Solutions Architect / Forward Deployed Engineer
Independent
Design and deliver production AI systems end to end: multi-agent orchestration, evaluation gates, provider failover, cost control and the reliability work that keeps them running.
Built an autonomous multi-agent publishing network with quality, fact-verification and geography gates plus self-healing control loops.
Built a provider-failover LLM router across Anthropic, OpenAI and Google with per-task quality bars and spend guardrails.
Diagnosed and resolved production database-saturation incidents, restored coordinator and watchdog loops, and documented prevention.
Founder-operator
Property and technology ventures
Ran ventures end to end, including a property capital raise for which I built a bespoke CRM and lead engine with human approval in the loop for consequential actions.
Owned commercial outcomes alongside the build, from customer conversations to shipped software.
Delivered many production sites and internal tools on React, TanStack, Supabase and Cloudflare.