Intelligent route optimization platform using ensemble ML models (XGBoost, LightGBM, CatBoost) to minimize fuel consumption and carbon emissions. Full-stack Python/React app with FastAPI, PostgreSQL, and Optuna-powered hyperparameter tuning.
react python docker machine-learning postgresql xgboost lightgbm ensemble-learning hyperparameter-tuning route-optimization catboost fastapi fuel-efficiency optuna eco-routing
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Updated
Jul 26, 2026 - Python