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1. va-loan-approval-fairness va-loan-approval-fairness Public

   Predicting VA loan approvals on 339K HMDA applications with ML, plus a two-stage fairness audit. M.S. Data Science capstone, Hawaii Pacific University.

   Python

2. sql-data-cleaning-projects sql-data-cleaning-projects Public

   Two end-to-end SQL data cleaning and analysis projects: HR payroll (T-SQL, CTEs, window functions) and school bus crash data (8-step cleaning pipeline, SQLite).

3. va-cashout-forecasting va-cashout-forecasting Public

   Forecasting state-level VA cash-out refinance share (2020-2024) with ML vs. a persistence baseline, using time-aware tuning and out-of-time testing.

   Python