Projects

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.

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.

© Justin Stone.