An ML-powered geopolitical intelligence dashboard

An ML-powered geopolitical intelligence dashboard that models how disruptions in the Strait of Hormuz — the world's most critical oil chokepoint — impact global fuel prices across regions.

This isn't a basic data visualization project. It pulls live economic data from the EIA API, runs it through 4 predictive ML models simultaneously, and presents actionable insights through an interactive Streamlit dashboard.

Built with Python, Streamlit, Scikit-learn, Pandas, ARIMA, and OLS Regression.

What makes it rare — it sits at the intersection of machine learning, geopolitics, and economics. The live API integration means the dashboard always reflects current market conditions, and the multi-model approach gives more reliable predictions than any single algorithm.