I will deploy your machine learning model as a fastapi or flask rest API

Is your ML model "stuck" in a Jupyter Notebook or as a .pkl / .pt file? A model is useless until it can serve live predictions.

I will deploy your model as a high-performance, production-ready REST API using FastAPI or Flask.

Why Choose Me?

I am a professional Software Engineer (AI). Many people can train a model, but few can deploy it following software engineering best practices. I write clean, robust, and scalable MLOps code that turns your model into a real product.

My Service Features:

• Blazing-Fast API using FastAPI (with automatic Swagger / OpenAPI API docs).
• Robust Pydantic data validation to prevent bad inputs.
• Clean, commented, and professional Python code.

My Packages:

• Basic: A single, functional API script to serve your model.
• Standard: A Pro API with data validation and detailed comments.
• Premium: The complete MLOps solution: The Pro API, containerized with Docker (Dockerfile), and unit tests (pytest).

I can deploy any Python-based model: Scikit-Learn, TensorFlow, Keras, PyTorch, YOLO, LangChain, etc.

Please contact me before ordering! We must discuss your specific model file, framework, and deployment goals first.