I've owned production analytics systems at Fathom and Human Interest, building dbt transformation layers, data models, and KPI frameworks for product, finance, and executive reporting. At Human Interest, I supported lifecycle reporting across 800K+ accounts and approximately $6B in deposits.
I build reliable SQL-based datasets in Snowflake and BigQuery, investigate data quality issues, and turn funnel, revenue, and risk data into trusted reporting. My work has included diagnosing over 1 million unreconciled transactions and identifying the source of a $2M client email performance drop.

