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05  ·  2026

Toronto Finder

A search tool that ranks Toronto listings by transit access and neighbourhood.

Role
Author
Stack
Python, FastAPI, Vite, JavaScript
Status
Personal tool

The problem

Listing sites let you filter on price and bedrooms but not on the thing that actually decides whether somewhere is liveable: how long it takes to get anywhere, and what the surrounding area is like.

What I built

A FastAPI backend that searches a set of neighbourhood centres within a radius, rate-limits itself politely, retries on throttling, and writes results to CSV. A small Vite frontend presents and sorts them.