SELECTED WORK / 2020—2026
Products are decisions
made visible.
A collection of product systems, platform transformations, experiments, and the lessons they left behind.
Commerce2026In Progress
Reframing a complex catalog migration as a safer, measurable product transformation.
- ROLE
- Product Lead
- OUTCOME
- A resilient migration approach designed around operational continuity.
PlatformCatalogMigration
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Product2025Active
Building a relevance system that balances customer intent, catalog quality, and commercial outcomes.
- ROLE
- Product Manager
- OUTCOME
- A shared measurement model for relevance beyond conversion.
SearchAnalyticsExperimentation
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Internal Tools2025Shipped
An internal tool that turns feed-quality issues into clear, actionable decisions.
- ROLE
- Product Builder
- OUTCOME
- Earlier issue visibility and a clearer handoff between product and engineering.
Data qualityAutomation
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AI2026Exploring
Exploring practical AI-assisted research, synthesis, and decision-support workflows.
- ROLE
- Experiment Lead
- OUTCOME
- A repeatable evaluation framework that keeps humans accountable for decisions.
AIResearchAgents
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