Projects
This page collects the projects I am actively ready to discuss with hiring teams. Each entry links to the write-up and describes the reproducible code path.
Featured portfolio projects
| Project | Focus | Reproducibility |
|---|---|---|
| Harvey floodplain boundary stress test | GIS/public-data screen comparing Hurricane Harvey high-water marks with present-day FEMA NFHL context, with an interactive evidence map and threshold sensitivity checks. | Source datasets, methods, figures, and map layers are documented in the article. |
| Ames housing price modeling | Stacked Ridge, XGBoost, and LightGBM ensemble for housing price prediction with residual and feature analysis. | Notebook, source, and outputs are described in the write-up. |
| Credit card fraud thresholding | Fraud detection on an imbalanced benchmark, with decision-threshold and cost-curve analysis. | Notebook, source, and outputs are described in the write-up. |
| California housing dataset audit | Regression teaching project focused on unit of analysis, capped targets, geography, and baseline modeling. | Figure-generation script and data source are described in the write-up. |