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NaijaEstateAI is an ML-powered real estate platform for Nigeria that improves pricing accuracy and transparency. It cleans and engineers features from property listings, trains Linear Regression, Random Forest, and XGBoost, evaluates with CV/metrics, and serves the best model through a Streamlit app and FastAPI.