Forward-Deployed AI Product (Technical PM)

Ship. Measure. Improve.

Featured work

Designing a modular platform for assessments and learning with measurement-first funnels and productized instructor tools.

A production playbook for delivering reliable agentic features: spec, safety guardrails, QA workflows, and measurable rollout.

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