Analyzed 100M+ transactional records for a fintech. Performed cohort-level analysis of retention, engagement, and unit economics across six years of data.

Used Hevo to stream data from 100+ portfolio companies. Built modular dbt models (SQL+Jinja) to automate startup growth accounting analysis framework.

Extracted 18 months of events from Mixpanel for health community app startup. Ran ML algorithms to find correlations between onboarding behavior and retention.