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ML Prediction API

Machine learning model deployed as an API.

  • Python
  • FastAPI
  • Scikit-learn

Overview

This project packages a trained machine learning model behind a clean API so predictions can be requested through a simple service interface. The goal is to move beyond notebooks and make the model usable in a lightweight production-style workflow.

Highlights

  • Prediction endpointStructured request and response handling for model inference.
  • FastAPI integrationClear routing and validation for dependable backend behavior.
  • Scikit-learn model flowPreprocessing, training, and deployment kept straightforward and maintainable.