ML API Project

A production-grade machine learning model serving API built with FastAPI.

Features

• JWT authentication
• Async PostgreSQL with SQLAlchemy
• Redis caching
• Docker + CI/CD ready

Installation

git clone https://github.com/ilkinism/ml-api-project
cd ml-api-project
pip install -r requirements.txt
uvicorn app.main:app --reload

API Endpoints

Method	Endpoint	Description	Auth
POST	/api/v1/login	Get JWT token	No
POST	/api/v1/predict	Run ML prediction	Yes
GET	/health	Health check	No