AI-Powered Nutrition App - Simplifying Healthy Eating with Intelligent Meal Planning
AI-Powered Nutrition App
Personalized nutrition planning with AI-generated meal plans, grocery lists, and macro tracking.
The AI-Powered Nutrition App, named Carl, is designed to make healthy eating simpler, smarter, and personalized. Built using Flutter for the frontend, Strapi v5 and PostgreSQL for the backend, and FastAPI for AI features - Carl helps users effortlessly plan meals, manage their pantry, and create smart shopping lists.
By analyzing user preferences, dietary needs, and goals, Carl ensures every meal, shopping list, and recipe fits perfectly with individual health requirements. This app is a personalized assistant that adapts to help you eat healthy without the hassle.
- AI nutrition meal planning
- Personalized meal suggestions
- Smart grocery lists
- Pantry management
- AI-generated recipes
- Healthy eating app
- Dietary preferences
- Food waste reduction
- Flutter mobile app
- FastAPI AI features
Solving real problems with smart engineering
Generic Meal Plans
Problem
Plans that didn't match individual dietary needs or preferences.
Solution
AI-Generated Recipes - Carl suggests personalized recipes based on your preferences - helping you eat healthy without the guesswork.
Inefficient Shopping
Problem
Grocery shopping that led to food waste and overspending.
Solution
Smart Grocery Lists - The app generates grocery lists based on your meal plans - ensuring you only buy what you need and avoid food waste.
Tracking Difficulty
Problem
Hard to track nutrition and maintain portion control.
Solution
Pantry Management - Carl helps you track your pantry and reminds you when it's time to restock ingredients or use items before they expire.
No Flexibility
Problem
Lack of personalized, flexible meal planning solutions.
Solution
Personalized Meal Planning - plans built around the dietary needs and preferences of each user, and adjusted as those change.
A closer look at every screen
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Built with
Frontend
- Flutter - single codebase for iOS and Android
- Responsive mobile experience tuned for accessibility
Backend
- Strapi v5 - flexible headless CMS
- PostgreSQL - scalable relational database for user and meal data
AI Features
- FastAPI - powering recipe generation and nutritional tracking
- ML-driven meal suggestions based on preferences and goals
Notifications
- Firebase real-time notifications for meal reminders
- Pantry alerts when ingredients run low or near expiry
What actually changed
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