I will built and deploy a machine learning models

1) Basic Trained Model

I'll build a custom ML model trained on your data proper data cleaning, feature engineering, and model selection for your specific problem. You'll get the trained model file plus a clear performance report (accuracy/R²/precision-recall) with an explanation of how to use it.

2) Standard Model + FastAPI

Everything in Basic, plus your model wrapped in a production-ready FastAPI backend with a working API endpoint. Includes input validation (Pydantic) and auto-generated API docs ready to plug into your app or website.

3) Premium Model + API + Docker

Everything in Standard, plus the full app containerized with Docker for easy deployment anywhere, and a simple frontend so non-technical users can use it directly. Built the way production ML systems actually work not a notebook demo.