I Build AI Systems
in Production

I'm a practitioner-consultant. For 19+ years I've been turning data and AI strategy into production systems across pharma, telco, logistics, and finance, and I still build them today.

The difference between AI projects that deliver millions in value and those that stall? It's not the algorithms. It's whether you can align technology with business growth, build the right team, and operationalize solutions that scale.

Every engagement starts with the business problem, not the tool. I translate technical possibilities into decisions leadership can act on, help teams ship, and champion Spec-Driven Development (SDD), a methodology for building agentic AI systems that are reliable enough for production.