Professional Snapshot
A concise view of how I work and where I add value.
Expertise
Research strengths shaped by product partnership, analytics, and user insight.
Experience
Roles across product teams, startups, global platforms, and consulting.
Research Thinking
Questions I keep coming back to in UX and product research.
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