What I deliver
- Revenue systems architecture: attribution, lifecycle, stack consolidation
- AI governance: safe deployment frameworks, guardrails, agent orchestration
- GTM Engineering strategy: tooling, automation, team structure
- Paid media infrastructure: from performance to revenue engineering