PROJECT / 2025

Snapgredient

AI Recipe Generator

Flutter + Firebase mobile app that scans ingredient photos, detects items with Gemini, and generates personalized recipes with saved history and profiles.

stack: Flutter · Firebase Auth · Firestore · Firebase Storage · Gemini AI · CameraX · Riverpod

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How it works

photo
your ingredients
Gemini
finds what's there
recipes
fit your profile
Firebase
saved history

01 / Overview

AI-powered recipe assistant that captures pantry photos, uses Gemini to detect ingredients, and proposes tailored recipes. Stores recipe history and user preferences in Firebase with Google Sign-In and App Check hardening. Includes extensive setup guides and troubleshooting for first-time Flutter/Firebase developers.

02 / Key features

–Camera capture and ingredient detection via Gemini AI
–Recipe generation tailored to available ingredients
–User profiles with dietary preferences and cooking skill
–Recipe history storage with save/favorite flows
–Firebase Auth + Firestore + Storage integration

03 / Challenges

–Onboarding developers through Firebase SHA/App Check setup
–Keeping AI detections reliable across varied lighting and inputs
–Synchronizing camera, AI, and storage flows on mobile

04 / Solution

Documented Quick Start and troubleshooting guides, Riverpod-driven state management around capture→detect→generate→save, and Firebase-backed auth/storage pipelines with Gemini prompt tuning for stable ingredient detection.

05 / Outcome

Delivers a polished mobile experience that turns pantry snapshots into actionable recipes while teaching teammates the full Firebase + Gemini setup for future features.

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