Product Manager, Data Nerd & Builder
Selected case studies spanning product strategy, execution, and systems thinking.
Growth Platform
Redesigned the planning and review cadence for a cross-functional product team to reduce churn and improve decision quality.
Outcome: Reduced roadmap churn and created a clearer weekly operating system for execution.
Open case studyB2B SaaS Onboarding
Led discovery and delivery for a self-serve onboarding flow that helped users reach activation faster with less manual support.
Outcome: Improved activation clarity and reduced dependency on manual onboarding interventions.
Open case studyResearch Systems
Scoped and launched an internal workflow that used AI to accelerate synthesis, reduce repetitive analysis, and tighten product feedback loops.
Outcome: Created a lighter-weight research workflow with faster synthesis and better reuse of insights.
Open case study