Used feature-engine, scikit-learn to build machine learning pipeline that automates data extraction, preprocessing, and model training.
Set up tox and pytest to validate data input and model output.
Publish packages to Python Package Index (PyPi) for easy-use of the model.
Deploy ML model as REST API using fast API framework.