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  • National Economics University

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  1. LendingClub_Credit_Risk_Modeling_Pipeline LendingClub_Credit_Risk_Modeling_Pipeline Public

    An end-to-end credit risk modeling pipeline using LendingClub data, covering feature engineering, PD modeling, scorecard development, validation, monitoring, and Basel-style LGD, EAD, and Expected …

    Jupyter Notebook

  2. tsr_pred tsr_pred Public

    In progress

    Jupyter Notebook

  3. Student_performance_analysis Student_performance_analysis Public

    Analysis of factors affecting student test scores, including data cleaning, statistical exploration, EDA, regression modeling, and dashboard visualization.

    Jupyter Notebook

  4. Insurance_anti_fraud_detection Insurance_anti_fraud_detection Public

    Predicts insurance claim fraud using Random Forest and Decision Tree with feature engineering, handling imbalanced data, and model evaluation using F1-score, recall, precision, and accuracy.

    Jupyter Notebook

  5. Automatic_number_plate_recognition Automatic_number_plate_recognition Public

    End-to-end pipeline for training YOLOv12 on license plate detection: data preprocessing, YOLO-format conversion, training, validation, visualization, and real-time video inference.

    Jupyter Notebook