Experience

Staff Data Scientist, Intuit

14+ years across FinTech and finance, including 8+ in data science and product analytics.

Timeline

2019 — Present

Staff Data Scientist · Credit Karma / Intuit

Analytics owner of the experimentation program: defined the platform standards, guardrail metrics, and alerting, credited with saving roughly $200M/year in unnecessary losses.
Currently leading a roadmap to move the org from frequentist to Bayesian experiment analysis.
Designed a cross-functional engagement framework that became a companywide OKR for multiple years.
Led the analytics org's push into AI: built internal tooling and automation, including the team's go-to AI-powered workflows.
Mentored 8+ analysts.

2017 — 2019

Built ML-driven credit policy models that increased loan approval rates by 12% with no meaningful effect on default rates.
Built forecasting models that improved volume prediction accuracy by 20%.

2011 — 2017

Earlier roles in venture capital and commercial banking, including data and performance tracking for a $1.2B VC/PE portfolio.

2011

Stanford University.

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