I’ve built and deployed WarPredictor.com — a machine learning-powered web app that predicts the likely winner in a hypothetical war between any two countries, based on historical and current military data.
Live Demo: WarPredictor.com
- Predicts the likely winner between two selected countries using Logistic Regression and Random Forest.
- Compares military, economic, and geopolitical indicators (like GDP, military budget, nuclear capability, alliances, etc.).
- Visualizes historical events and border conflicts (e.g., Pulwama, Crimea, etc.).
- Includes a news headline generator based on selected countries.
TechStack Used:
- Frontend: Streamlit (Python)
- Backend/ML Models: Logistic Regression, Random Forest
- Deployment: AWS EC2