Analyzed 38,000+ records from two institutional datasets (Connect + SEVIS) for Saint Louis University. Built a PostgreSQL database on Supabase, wrote 14+ SQL queries to profile demographics, funding, and compliance metrics, and connected the data pipeline to a live Looker Studio dashboard. Identified critical data quality issues and compliance risks including a 53% I-901 non-payment rate.