intelliport/mlops-telco-churn-prediction

Telco Churn Prediction (FastAPI)

This is a FastAPI web app that predicts customer churn based on user input. It uses a pre-trained MLflow model and is fully Dockerized.

Features

• —ML model prediction
• —User-friendly HTML form
• —MLflow model loading

Endpoints

• —POST /predict — accepts customer data and returns churn prediction.

Example Input

{
  "gender": "Female",
  "senior_citizen": 0,
  "partner": "Yes",
  "tenure": 12,
  "monthly_charges": 65.5,
  "total_charges": 789.0
}