Siftr
Founded and shipped an AI-powered neighborhood intelligence platform for renters in SF and NYC — owning product strategy, ranking logic, data architecture, and the full-stack build from problem discovery through launch.
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Apple Maps
Own cross-functional ML and automation programs across engineering, operations, and vendor teams — building the labeling, QA, KPI, and delivery systems that turn ambiguous model problems into measurable improvements at scale.
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Censia
Owned analytics for a two-sided recruitment marketplace — building forecasting pipelines, KPI datasets, and experimentation standards that helped the business prioritize supply and demand with a more reliable operating picture.
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Walkwater Technologies
Automated KPI reporting, built leadership dashboards, and applied NLP to recruiting workflows — an early role that taught me how much leverage comes from turning messy data into systems people can actually use.
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