AI bill recognition and 3D currency for a central bank app
A government banking app for the Banco de Guatemala with real-time AI bill recognition at 98% accuracy, interactive 3D currency, secure authentication, and native payment integrations.

The challenge
The Banco de Guatemala needed a public app that helps people learn and verify every bill and coin in circulation. It had to recognize real bills from a phone camera, instantly, on ordinary devices.
What we built
We built AI bill recognition that identifies Guatemalan bills from the phone camera with 98% accuracy, fast enough to run in real time. We modeled every bill and coin in 3D with Blender, built the app in Flutter, and delivered related work for BDG: Azure AD B2C authentication for a React Native app, a native iOS payment gateway for Banco Banrural, store deployments, and legacy app modernization.


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