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  1. Predictive-Maintenance-Project Predictive-Maintenance-Project Public

    Anomaly detection for predictive maintenance using K-Means, Isolation Forest & Autoencoders. Autoencoder achieved best F1-score (0.91) on 10K+ records, reducing false positives by 35% and enabling …

    Jupyter Notebook

  2. NYC-Taxi-Fare-Prediction NYC-Taxi-Fare-Prediction Public

    NYC taxi fare prediction using XGBoost, RF & GBDT on 1M+ rows (RMSE ≈ 4.25). Includes feature engineering, peak hour bins, MLflow logging & AWS deployment via FastAPI.

    Jupyter Notebook

  3. Email-Marketing-Tool Email-Marketing-Tool Public

    AI generated Email Marketing Webapp

    Python

  4. portfolio portfolio Public

    Mehwish Portfolio Website

    Python