Full Stack Web2024Full-Stack Web Developer
MoodBite.AI — Personalized Meal Intelligence
Personalized healthy meal finder & nutritional advisor
Architecture
MERN Stack
Database
MongoDB Atlas
API
Express REST
Design
Responsive UI
System Overview & Problem Solved
MoodBite.AI leverages emotional state telemetry and macronutrient profiling to recommend customized nutritional meals. Combines responsive React user interfaces with a robust Node.js/Express REST API and MongoDB schema architecture.
Architecture & Pipeline Design
React, Node.js, Express, MongoDB Atlas, Tailwind CSS, and Spoonacular API integration.
Key Engineering Deliverables
- Mood-to-macronutrient mapping algorithm recommending wholesome recipes
- Dynamic filtering for vegan, keto, allergen-free, and high-protein meals
- Real-time nutritional breakdown calculation with visual charts
- Favorites bookmarking and grocery list auto-generation
Interface & Implementation Previews
