Selected work in econometrics, machine learning, and spatial analysis.
Capstone with Moody's Ratings. Panel of 54 resource-rich developing countries over 1995 to 2019, testing which structural conditions allow commodity exporters to develop value-added industries. Case studies on the Republic of Congo, Azerbaijan, and Chile.
Regime-switching analysis of Federal Reserve interest rate decisions using 70 years of macroeconomic data. Estimates Taylor rule parameters across inflation regimes and tests for structural breaks in policy behaviour.
Descriptive analysis of how Uber pickup geography shifted between 2018 and 2025. Documents increased concentration at airports (+48%) and decline in Manhattan core zones.
Building a classifier to identify gendered products in UK supermarket data using TF-IDF text features and color extraction from product images. 84% accuracy vs human labels.
Facility-level network of mineral production, refinement, and export in Chile across 17 commodities. Combines Sernageomin, COCHILCO, Aduanas, and USGS data into a single mapped pipeline covering 363+ facilities.