AI House Price Prediction & Smart Recommendation System
A comprehensive decision-support platform for Hyderabad, Telangana. Combines machine learning valuation (XGBoost, Random Forest) with SHAP explainability, TG-RERA project verification, and hybrid multi-factor recommendation scoring.
Across 8 Hyderabad Hubs
Test R² (Random Forest & XGB)
On Independent 20% Test Split
Official Govt Project Registry
Machine Learning Price Prediction
Input micro-location, BHK, built-up area, floor level, and amenities to estimate fair asking price in INR and rate/sq.ft. Includes local SHAP value attribution explaining top positive and negative value drivers.
Smart Hybrid Recommendation Engine
Find best-fit properties matching your budget, BHK, mandatory amenities, and end-use or investment intent. Ranks properties using multi-criteria weighted utility (0–100 score) and highlights price value deltas.
Hyderabad Primary 8 Localities
Empirical market asking median rates per square foot in the master dataset