All projects
August 2025
FoodPilot AI — AI-Native Operating Platform for Mobile Food Businesses
GenAIFull-StackAgentsMicroservices
- AI-native food-truck marketplace with an AI concierge for customers and an AI operations copilot for owners — a four-tier product spanning Next.js, Spring Boot, FastAPI, and LangChain/LangGraph.
- RAG-based AI concierge grounds natural-language queries in 635 real dishes via semantic search + metadata filtering, resolving 2,622 modifiers against real prices with human-readable accept/reject reasons.
- Owner Copilot agent queries SQL sales data and vector-embedded reviews together, synthesizing map-reduce complaint reports from 150 raw reviews into ranked, quantified insights.
- Java gateway fronts the Python AI brain across 107 trucks and 260 orders, degrading gracefully to local mocks whenever the AI service is offline.
Next.jsJavaPythonLangChainSpring BootFastAPILangGraphRAGVector EmbeddingsChroma