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98% MatchCORE SKILL
AI/ML Product Leadership
Hands-on experience incubating and shipping ML models from idea to production — including a Plaid-powered payment prediction model that reduced failures by 15%, and currently leading agentic AI development at eBay Live to reduce seller operational overhead.
AI/ML StrategyPredictive ModelingModel IncubationData Science PartnershipAgentic AI
Proven Experience
Here is where I have demonstrated this skill with measurable impact
1
98% MatchOct 2024 - Present
Lead Technical Product Manager
eBay LiveSeattle, WA
Grew eBay Live GMV to $308M (+275% YoY) by shipping a complete redesign of the seller console and unlocking new selling formats that drove a 30% lift in seller efficiency.
Demonstrated AI/ML Product Leadership:
- Currently leading development and strategy of agentic AI inclusion
- Developing AI features to improve selling efficiency for sellers without adding operational overhead
Live CommerceAI StrategyProduct DesignC-Suite Presentations
2
95% MatchNov 2022 - Sep 2024
Lead Technical Product Manager
Upstart (Payments & AI/ML)Seattle, WA
Reduced company losses by 5% by incubating and shipping an AI/ML-powered payment prediction model and redesigning a 1.8M-visitor consumer payments surface — combining applied ML, user research, and front-end product changes.
Demonstrated AI/ML Product Leadership:
- Launched a Plaid-powered machine learning model to predict the optimal repayment day per customer, reducing payment failures by 15%
- Took the initiative from concept through data science partnership, validation, and production
AI/ML ProductPredictive ModelingPaymentsConsumer UXData Science Partnership
