01 / Growth operatorI turn customer behavior into commercial growth systems.
I frame the customer behavior, economic outcome, and quality guardrail before a roadmap becomes a queue of page requests. The work connects diagnosis, experimentation, merchandising, checkout, service, and the operating model behind them.
02 / Agentic systems designerI give every consequential action evidence and a gate.
Retrieval, memory, tools, evaluation, policy, and human approval are part of the agentic product—not downstream governance.
- 01
EvidenceRead the systemFunnel · intent · service · operations
- 02
DecisionChoose the next actionHypothesis · confidence · guardrail
- 03
Human gateApprove consequential changeOwner · policy · rollback
- 04
ReleaseShip, measure, and learnOutcome · exception · next cycle
03 / Builder + operatorI shorten the path from evidence to a governed release.
I use code, agents, analytics, and product craft to release, measure, and compound what works—without separating the experience from the systems teams need to run it.