FlavorFlow - AI Food Recommendation Engine

About

• FlavorFlow is an AI food recommendation engine built for food brands that want to move beyond generic marketing.
• It ingests raw POS transaction data to construct rich, personalised taste profiles for each customer — capturing preferences across cuisine types, flavour profiles, dietary habits, and order frequency.
• These profiles are embedded into a high-dimensional vector space using OpenAI embeddings and stored in Qdrant for lightning-fast semantic similarity search.
• The system then uses these profiles to automatically generate targeted marketing campaigns tailored to each customer segment, ensuring every promotion feels relevant and personal.
• Built with React.js on the frontend and PostgreSQL for structured data, FlavorFlow bridges the gap between transactional data and intelligent, AI-driven customer engagement.