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Stock Price Predictor
End-to-end stock price prediction project with data preprocessing, feature engineering, model training, and a deployed web interface for running predictions.
PythonPandasNumPyscikit-learnFlaskRender
Role: Machine Learning Developer
Why I built it
To practice a complete ML workflow—from preparing time series features and training a predictive model to packaging it behind a simple UI and deploying it for real-world use.
Core features
- Data preprocessing and feature preparation for stock price prediction
- Model training and evaluation with repeatable experiments
- Prediction endpoint/UI for user inputs
- Deployed live on Render for easy access