01 · THE PROBLEM
What wasn't working
Brokers priced properties by gut feeling and scattered listings. There was no quick, comparable way to see what a property is worth.
02 · THE BUILD
What I built
A platform with aggregated market data, a machine learning valuation model, comparison reports and export.
03 · THE RESULT
What changed
- A valuation in minutes instead of hours of manual work
- Coverage in 26 cities
- Reports good enough to send straight to a client
