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1. oxford-pets-mlflow-augmentation oxford-pets-mlflow-augmentation Public

   Cat vs dog computer vision experiment with PyTorch, MobileNetV3, MLflow tracking, data augmentation, error analysis and explainable AI

   Python

2. ML-CI-CD ML-CI-CD Public

   FastAPI ML API for support ticket priority classification with scikit-learn, MongoDB history, Docker Compose and GitHub Actions CI/CD.

   Python

3. student-performance-predictor student-performance-predictor Public

   End-to-end ML web app that predicts student performance with a Python-trained Linear Regression model exported to JavaScript and used directly in Vue

   Jupyter Notebook

4. airflow-ml-retraining airflow-ml-retraining Public

   MLOps project using Apache Airflow to automate ML model retraining, validation and conditional deployment with Docker, Python, scikit-learn and RandomForestClassifier.

   Python

5. ml-model-monitoring-evidently ml-model-monitoring-evidently Public

   Machine learning monitoring project focused on detecting data drift and model performance degradation in production-like data using Python, scikit-learn and Evidently AI

   HTML

6. lyrics-classifier lyrics-classifier Public

   Machine learning project for classifying Taco Hemingway albums from song lyrics using TF-IDF text features, Logistic Regression and scikit-learn

   Python