Expertise
How I work: architecture through delivery, not a strategy deck that dies in the meeting. Shipped artifacts are on Projects.
AI architecture and delivery
Production agentic systems, data platforms, retrieval, governance, and tool use — from the first architecture conversation through something the team can ship, support, and explain.
- Production agentic systems
- Data platforms and governance
- Architecture through delivery
Across the room
At Hakkōda I work across engineering, product, and customer teams. Connect the business problem to the technical decision, then leave the people who run it with what they need.
- Engineering, product, and customers
- Business problem to technical decision
Enablement and mentoring
At IBM the work spanned GenAI, data, product, advisory, and enablement. Mentoring people taking an unconventional route into tech still matters as much as the backlog.
- Advisory and enablement
- Unconventional routes into tech