Project Demo
ML Prediction API
Machine learning model deployed as an API.
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.