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Predictive modeling

propertyiq-real-estate

An ML-powered real estate investment platform that predicts property values 12 months ahead and scores investment opportunities, with market heatmaps, neighborhood analytics and a cash flow calculator.

propertyiq-real-estate — Concept render
Concept render

Drawing

Heatmap grid of neighborhoods shaded by predicted value, with one top-scored cell highlighted

Highlights

  • 12-month price prediction with MAPE under 8%.
  • Every property gets a 0-100 investment score based on ROI potential.
  • Models include XGBoost, LightGBM, Prophet and a neural network for image analysis.