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mobile2025

Fridge AI: Food & Recipes

AI-powered recipe app that identifies fridge ingredients from a photo and suggests personalized recipes instantly.

Client
DuckMa
Duration
6 weeks
Role
Design + Mobile engineering + Backend
Live
Visit site
Stack
FlutterFirebaseTypeScriptAI/ML

The Problem

People waste food because they don't know what to cook with what they already have. Existing recipe apps require typing ingredients manually — a friction that kills daily usage.

Our Approach

  1. 01AI ingredient recognition model trained on fridge and pantry photos
  2. 02Cross-platform build for iOS and Android from a single codebase
  3. 03Recipe matching engine ranked by ingredient availability and dietary preference
  4. 04Custom recipe collections with save, share, and meal plan features
  5. 05Offline-capable recipe storage so it works without internet mid-cook

The Solution

Snap a photo of your fridge, get recipes instantly. The AI identifies ingredients in seconds and surfaces relevant recipes ranked by how many ingredients you already have — no typing, no friction.

The Outcome

Live on both App Store and Google Play with a 4.4★ rating. Users report measurably less food waste and cite the photo-to-recipe flow as the feature they show friends first.

By the numbers

Results that matter.

iOS + Android
Platform
4.4★
App Store rating
<3 sec
Ingredient scan
10 weeks
Shipped in
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