AI-Powered Smart Pantry Manager

Yassine

Yassine Ennaim

Meal: AI-Powered Smart Pantry Manager

Problem

Modern families face a dual challenge: managing household food waste and controlling rising grocery costs. They lack an efficient system to track inventory, monitor expiry dates, and understand their spending habits. On top of that, staying informed about food safety recalls is a manual and often overlooked task, creating unnecessary health risks.

Role

As the Lead AI & Full-Stack Developer, I orchestrated the entire project from concept to deployment. My responsibilities included:
Architecting the serverless backend
Developing a custom AI agent with the OpenAI API
Building the cross-platform mobile application
Designing a responsive, real-time database schema for multi-user collaboration

Objective

The vision was to create an intelligent, all-in-one kitchen assistant for families. Key objectives were:
Automate Inventory: Minimize manual data entry with AI-powered product recognition
Reduce Waste: Alert users about expiring products and provide actionable insights
Provide Financial Clarity: Offer detailed spending analysis and visualizations
Enhance Collaboration & Safety: Enable seamless multi-user management and deliver real-time food safety alerts via push notifications

Value & Volume

Meal transforms household management by turning tedious chores into an automated, intelligent experience:
Delivers financial savings by reducing spoilage and tracking grocery budgets
Saves time and effort with AI-driven scanning and automated tracking
Provides peace of mind through centralized grocery management and real-time food safety alerts
Establishes itself as an essential household utility for modern families

Evidence & Execution

The application was built on a sophisticated AI-centric stack for scalability, real-time performance, and premium UX.
AI-Powered Core
OpenAI Integration: Custom AI agent leveraging the OpenAI API for computer vision (product recognition from photos) and ingredient list analysis
Third-Party APIs: Food data APIs for product details, nutritional info, expiry estimates, and live food safety news
Keywords: AI Agent, OpenAI API, Computer Vision, Data Aggregation, Machine Learning
Frontend Development
FlutterFlow & Custom Flutter: Prototyped in FlutterFlow, then migrated to custom Flutter for advanced UI/UX, smooth animations, and complex data visualizations
Keywords: Custom Flutter Development, Advanced UI/UX, Data Visualization, State Management, Cross-Platform (iOS/Android)
Backend & Real-Time Infrastructure
Firebase Suite: Comprehensive serverless backend
Cloud Functions: Node.js functions handling AI calls, financial processing, and scheduled tasks
Firestore: NoSQL schema designed for multi-device, multi-user, real-time inventory syncing
Push Notifications (FCM): Expiry reminders, low-stock alerts, and urgent food safety warnings
Keywords: Serverless Architecture, Cloud Functions, Real-time Database, Push Notifications, Collaborative Apps
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Posted Oct 18, 2025

Meal an AI-powered pantry management app for families in France. The core feature is an OpenAI agent that auto-detects products and ingredients from scans.