policy-analytics

Replication pipeline for the Tariff Exposure Propagation Index, linking trade, tariff, input-output, freight, SEC, and market data to measure hidden supply-chain vulnerability.

Machine learning pipeline using Gradient Boosting to forecast regulatory compliance risk with explainable AI techniques (SHAP, PDP) on QuantGov data.

Composite vulnerability scoring model built on a PostgreSQL database integrating four federal datasets (USDA, Census ACS, County Health Rankings, SNAP) across 72,531 census tracts, identifying counties with compounding social determinants of health risk.

PESTEL analysis of India’s Ethanol Blending Programme with statistical analysis, visualizations, and predictive modeling.

Interactive demographic geo-dashboard for Lebanon (1,611 ADM3 localities) built for a UN ESCWA assignment — WorldPop data, HDX boundaries, rule-based demographic classifier.