In this project, I built a simple machine-learning microservice using FastAPI.
Key Highlights:
- Utilize api-key feature to secure the API (available in older version)
- Develop & Dockerize the REST endpoint service
- Implement data/field validator, auto-type conversion, & serialization using pydantic
- Perform feature engineering
Blog: https://medium.com/@ronilpatil/build-ml-microservices-using-fastapi-e7c8a0dd5ef0