Understand the global trends in investments so that we can make the investment decisions effectively.

SQL demographic analysis project exploring CIA World Factbook data using SQL queries, aggregations, subqueries, and statistical analysis to examine population trends, population density, growth rates, and global country-level demographic patterns.

End-to-end ML pipeline for country-level environmental assessment: PCA (87.7% variance), K-Means clustering (ARI=1.000), XGBoost (0.986 AUC), ABR-SHAP feature importance, and Pareto counterfactual optimization.