At Brookfield Assets Management, I built a Databricks holdings-file pipeline that takes data from landing and staging through bronze and silver tables, preserving historical records with SCD Type 2 logic. I also developed a Streamlit workflow for file uploads and Databricks job tracking.
At Triggo.ai, I worked with enterprise clients across banking, retail, and fintech, and led a team of three data engineers on the active banking engagement. For a Tier-1 bank, I held Snowflake compute spend flat while usage grew nearly 3x and eliminated cross-team query queue contention.
Previously, at Dhauz, I led the migration of more than 200 legacy jobs to Databricks, reducing the daily processing window from 48 hours to under four. At Jacto, I automated CRM data ingestion and helped expand Power BI reporting from three manual dashboards to more than 15.
