MLOps Pipeline - Wine Quality Prediction
- Tech Stack: Python, Scikit-learn, Airflow, MlFlow, FastAPI, SqlAlchemy, Grafana, Great Expectations
- Github URL: Project Link
Engineered a holistic MLOps solution for wine quality prediction, ensuring seamless integration from data preprocessing to model deployment.
Implemented a scalable production pipeline for wine quality forecasting, leveraging advanced machine learning techniques.
Established a robust system for predicting wine quality, emphasizing efficiency, accuracy, and reliability in production environments.