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.