AI-Powered Geopolitical Dashboard: Predicting Oil Price ImpactsAI-Powered Geopolitical Dashboard: Predicting Oil Price Impacts
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Noor ul Hassan's avatar
Noor ul Hassan Malik
• 21h
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.
Completed work
Data ScienceAI Engineer Web DevelopmentPythonscikit-learnStreamlit
Post image
Back to feed
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started