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  1. PINN-Fatigue-Life PINN-Fatigue-Life Public

    Physics-Informed Neural Network for fatigue life prediction of welded joints. Embeds Basquin's law as a physics loss constraint in PyTorch. Full pipeline: preprocessing, EDA, feature engineering, P…

    Jupyter Notebook 1

  2. Spacecraft-Telemetry-Anomaly-Detection-using-LSTM-Autoencoders Spacecraft-Telemetry-Anomaly-Detection-using-LSTM-Autoencoders Public

    End-to-end unsupervised anomaly detection system for spacecraft telemetry using LSTM Autoencoders, validated on NASA's SMAP & MSL benchmark. Covers signal preprocessing, ACF-based sequence engineer…

    Jupyter Notebook 1

  3. RockVsMinePredicition RockVsMinePredicition Public

    ML project to classify sonar signals as Rock or Mine using UCI data. Includes preprocessing, training (Logistic Regression & Random Forest), evaluation (accuracy, ROC), and a deployed web app for r…

    Jupyter Notebook

  4. aws-live aws-live Public

    Python

  5. AI_Predictive_Maintenance AI_Predictive_Maintenance Public

    Jupyter Notebook

  6. brain-tumor-classification brain-tumor-classification Public

    End-to-end brain tumor classification from MRI using EfficientNet-B0 & DenseNet-121 | Grad-CAM explainability | FastAPI backend + Streamlit frontend | 87% accuracy | Live deployment

    Python