05AI / LLM·2022
AI House Price Prediction
Neural networks for property valuation, deployed as a live web app.
- +20%
- Accuracy vs baseline
- 10K+
- Listings trained on
- Live
- Web app
A property-valuation model trained on real listings and shipped as something you can use, not a notebook. The goal was a measurable win over the obvious baseline, and proof of it.
Approach
I trained neural nets on 10K+ listings, tuned them, and deployed the model as a Streamlit app for real-time valuations. Then I benchmarked hard against plain regression to make sure the extra complexity actually earned its place.