Award WinningAI/MLeducational
Flavor Blend
The app harnesses the power of Generative AI and multimodal large language models to create unique, fusion-style recipes tailored to your taste
Role
Full Stack Developer
Duration
1 day
Team Size
4
About the Project
FlavorBlend is an innovative AI-powered recipe generator that creates unique fusion-style recipes based on user preferences and cultural backgrounds. The app combines large language models with a robust backend to generate and deliver unique fusion recipes in real time. Users can input two cuisines, dietary preferences, and meal type to receive AI-generated recipes with detailed ingredient lists and step-by-step cooking instructions. The app also creates AI-generated images of the final dishes and enables sharing within a global community of food lovers.
Technology Stack
React NativeExpress.jsMongoDBFirebaseCloudflarePythonLLMGenAI
Challenges
- Integrating large language models for real-time recipe generation
- Optimizing model inference times while keeping response latency low
- Managing concurrent AI requests and image generation
- Ensuring seamless user experience across different devices
Solutions
- Leveraged Cloudflare for efficient API routing and caching
- Built Express.js backend with MongoDB for optimized database queries
- Implemented Firebase for authentication and real-time sharing
- Created multimodal AI system generating both recipes and images
Awards & Recognition
MLH Best AI Application Built with CloudflareCoca-Cola Scholarship - $2000