I’m an entrepreneur based in San Francisco who has spent 7 years as data scientist in Bay Area (fin)tech. I live and breathe data, of all kinds: sports, politics, finance, hobbies, etc. My professional experiences include:
Mudflap (2023-2025): I owned risk analytics for a business credit product at the Series A startup which builds a fuel discount network for truckers. My job was to determine, at scale, who we should approve for the card and for how much money.
Affirm (2019-2023): A formative career experience where I started on Product Analytics and ended up doing Credit Risk, all while preparing for and going through the IPO. In my first role, I helped PM’s ship new products and run A/B tests. Later, I owned risk analytics for the D2C lending product. I ran experiments and optimized the interest fees, credit limits, loan portfolio, and ML models.
Salesforce (2017-2019): In my first FT job, I developed NLP models for HR to help the organization track employee sentiment and improve collaboration. Looking back, my job would have been 10x easier if we had LLMs!
I’m exploring the combination of two powerful forces: AI and markets. Read more here.