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1. Credit-Scoring-NeuralNetwork Credit-Scoring-NeuralNetwork Public

   Credit risk assessment model using Deep Neural Networks (DNN) in Keras, featuring optimized preprocessing pipelines and threshold tuning

   Jupyter Notebook

2. Credit-Scoring-Classification-with-ML-models Credit-Scoring-Classification-with-ML-models Public

   An end-to-end Machine Learning pipeline for credit risk underwriting using LogisticRegressionCV and RandomForest with Youden's J statistic threshold optimization.

   Jupyter Notebook

3. Customer-Churn-Classification Customer-Churn-Classification Public

   Customer churn prediction pipeline using hyperparameter-tuned XGBoost with scale_pos_weight for handling high class imbalance.

   Jupyter Notebook

4. Car-Detection-Yolo Car-Detection-Yolo Public

   End-to-end Computer Vision pipeline using YOLOv8 to detect vehicles. Includes Kaggle model training (Tesla T4) and a production-ready FastAPI backend packaged inside Docker

   Jupyter Notebook

5. News-Text-Classification News-Text-Classification Public

   A deep learning project focused on classifying news articles from major Russian media outlets (RIA Novosti and Lenta.ru)

   Jupyter Notebook

6. Drone-Object-Detection Drone-Object-Detection Public

   Object localization project using EfficientNetB0 and TensorFlow to predict bounding box coordinates with high accuracy․ Containerized with Docker for seamless deployment

   Jupyter Notebook