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Real Estate Price Analyzer
An AI-powered web app that predicts property prices using machine learning on real market data. Built to make sense of local real estate markets faster than any agent.
AIMachine LearningReal EstateData
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What it does
The Real Estate Price Analyzer lets you input property details and get an instant price estimate based on comparable sales in the area. It uses a gradient boosting model trained on publicly available transaction data.
Why I built it
Finding reliable price data for real estate is surprisingly hard — agents give you vague ranges, portals are often outdated. I wanted a tool that gives a data-backed number in under 10 seconds.
Tech stack
- Next.js frontend
- Python ML model (scikit-learn, XGBoost)
- Supabase for data storage
- Deployed on Vercel + Railway