End-to-End Valuation Engine for the Indian Real Estate Market: MLOps Practice Fusing XGBoost and Deep Neural Networks

Introduction / Main Floor: End-to-End Valuation Engine for the Indian Real Estate Market: MLOps Practice Fusing XGBoost and Deep Neural Networks

A production-grade real estate price prediction system combining XGBoost and a three-layer artificial neural network, addressing data leakage and heteroscedasticity issues, with a complete FastAPI deployment and continuous feedback mechanism