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Airline Passenger Satisfaction — ML API (FastAPI)
💻View on GitHub
📜 Try the API
🐳 Run on Docker
🤗Live Demo
This project ships a production-ready FastAPI service that predicts airline passenger satisfaction from survey & ops features.
🔹Highlights
• Trained & compared multiple models; XGBoost is the winner (ROC-AUC 0.996, F1 0.960).
• REST endpoints: POST /predict (batch) and GET /health.
• Full Dev→Prod flow: FastAPI, Docker, Swagger UI, Hugging Face Space.
🔗 Check out the code, try the live API, or pull the Docker image to run locally.
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