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.

Streamlit-based prototype for SIH26019: GIS analytics, AI research search, policy simulation, and an innovation portal for land governance

Provenance-aware NLP document-intelligence pipeline for U.S. presidential documents using deterministic rules, SentenceTransformers, review controls, and Power BI analytics.

Streamlit dashboard analyzing the UAC care pipeline (CBP custody → HHS care → sponsor placement) — transition efficiency, backlog detection, and outcome stability, combined with an ML phase for regime-change detection and forecasting diagnostics. Data Analytics internship project.

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

Interactive demographic geo-dashboard for Lebanon (1,545 ADM3 localities) built for a UN ESCWA assignment — WorldPop data, HDX boundaries, rule-based demographic classifier.

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.