Work
Projects
Placeholder entries below demonstrate the layout, filtering, and case study structure. Real projects will replace them here.
U.S. Labor Market Performance & Workforce Opportunities
An interactive analysis of U.S. employment growth, compensation trends, industry contributions, and occupational specialization across 50 states and Washington, D.C., using Bureau of Labor Statistics data from 2015–2025.
- Tableau
- Tableau Public
Coming Soon
A new data engineering project is in development.
Loan Default Risk Prediction
A leakage-controlled machine learning analysis that ranks 2,000 small-business loan applications by default risk using application-time information only, compares four model families, and translates the results into a review-triage policy.
- Jupyter Notebook
- Logistic Regression
- Decision Tree
- Neural Network
CFPB Consumer Complaints Analytics — 2025
An Excel-based performance, discrepancy, and decision analysis of 482,074 CFPB consumer complaints received in 2025 across checking or savings accounts, credit cards, debt collection, and mortgages.
- Microsoft Excel
- PivotTables
- What-If Analysis
- Data Tables