Case study
NatureEcho
Find where your nature photos live, for real.
- Role
- Design and build
- Status
- Unreleased

Overview
Upload a photo of somewhere wild and a vision model proposes real places on Earth with the same biome. Every proposal is then checked against iNaturalist's gazetteer before it is shown as fact: confirmed places get a green pin, the gazetteer's own coordinate, and real attributed observation photos. Unconfirmed ones are still shown, but badged amber with no photo — a real photo beside an unverified name would be its own small lie. No account, and the photo stays on your device until you tap Analyze.
Technology
- JavaScript
- Cloudflare Pages
- Cloudflare Functions
- Wrangler
- Vision models
- Third-party APIs
- Git & GitHub