AI systems architect
I build and operate production AI systems.
I build agentic systems that act on real business data, then I keep them running: the control flow, approval gates, idempotency, and audit trails that make autonomous work safe to trust. I partner with teams who own sales and front-line support. I own the engineering, the features, and the fixes.
Selected writing
All writing- Advertising Into a Decision in Progress
When your ad lands next to a live decision someone is working out with ChatGPT, the job of the creative changes. It has to be the next useful step, not an interruption and not a slogan. Break the conversation on the click and you paid to frustrate someone at the worst possible moment.
- A Third Kind of Ad Intent
Paid search was built around a query. Social was built around an audience. The ads showing up inside ChatGPT are built around something else: a decision in progress. For real estate and lending, that's a moment the other two channels can't reach.
- Why the Web Has to Agree on Who You Are
Your website can say you're the number one first-time-buyer lender in town. An AI treats that as marketing copy. What actually moves it is whether the rest of the web says something similar when you're not the one talking.
What I build
- Agentic workflows on real business data
- Human-in-the-loop approval & resumable runs
- Framework-free orchestration cores
- Idempotency & audit-trail design
- LLM evaluation & regression harnesses
- Retrieval & data pipelines
Work with me
- Get in touchSend a message
- PartnershipsI build and run these systems for a small set of partners
- Elsewhere GitHub · LinkedIn