Machine Learning & AI
SpaceWorth combines a custom-trained 90.64% R² Machine Learning price valuation ensemble (LightGBM + CatBoost + 3x PyTorch Entity Embedding Neural Networks) with multimodal CAD floor-plan OCR parsing (Gemini Flash) to deliver instant, verifiable real estate estimates.
ITI Machine Learning & AI Engineering Final Project
Status: Live
Traditional real estate pricing relies on manual inspections or simple linear heuristics that fail to capture location dynamics and architectural layout nuance. Converting engineering drawings, blueprints, or CAD floor-plan PDFs into valuation inputs requires tedious manual measurement.
SpaceWorth combines a custom-trained 90.64% R² Machine Learning price valuation ensemble (LightGBM + CatBoost + 3x PyTorch Entity Embedding Neural Networks) with multimodal CAD floor-plan OCR parsing (Gemini Flash) to deliver instant, verifiable real estate estimates.