I will deploy ml models with fastapi and docker

Your model works in a notebook. It needs to work in production.

I turn your trained ML model into a documented REST API containerised with Docker and deployed to the cloud, so your app or your team can call it and get a prediction back.

WHAT YOU GET

FastAPI REST endpoint for your model

Dockerfile that runs anywhere

Swagger API documentation

Cloud deployment (AWS, GCP or Azure)

Clean Python code and a short README

WORKS WITH

Scikit-learn, PyTorch, TensorFlow, Keras, XGBoost. Send me the model file and I'll confirm the fit before you order.

HOW IT WORKS

1. Tell me your framework, the model file and where you want it hosted.
2. I wrap it in FastAPI, containerise it and test the endpoint.
3. You get a live URL, the repo, and instructions to redeploy it yourself.

I deploy models I don't train them from scratch in this gig. Need training or fine-tuning? Add the extra or message me first.

Message me before ordering so I can check your model runs.