global-trade-intelligence-pipeline

Built an end-to-end global trade intelligence pipeline focused on geopolitical risk, maritime chokepoints, and structural country vulnerability. The goal was simple: take messy, high-volume global trade and shipping data and turn it into something decision-makers can actually use. The project tracks how disruptions like Suez congestion, Black Sea instability, Panama drought pressure, and Brent oil volatility affect trade exposure, energy dependency, and national vulnerability across multiple countries.