Rainfall Prediction

End-to-end machine learning pipeline for rainfall prediction, utilizing advanced feature engineering and ensemble modeling strategies. Focused on optimizing predictive accuracy for complex environmental datasets.

Tech Stack

What I Learned

Handling class imbalance in weather data and optimizing ensemble model hyperparameters required systematic experimentation with cross-validation to achieve reliable rainfall predictions.