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Maya Genie - AI Conversational Commerce Platform

2024-08 – Present

Architecting Maya Genie, an AI-powered conversational commerce platform for Mandala Foods. The system uses Retrieval Augmented Generation (RAG) to provide context-aware nutrition guidance by integrating product catalog knowledge with AI inference. Customers can interact naturally to get personalized recommendations based on their health goals and dietary preferences, then seamlessly place orders through the conversation. Building scalable infrastructure for production deployment with vector databases for semantic search and efficient retrieval.

Impact

RAG-powered nutrition recommendations
Natural language order placement
Product catalog knowledge integration
Localized for Nepali market

Technologies

RAG ArchitectureVector DatabasesConversational AINLPPythonLangChainPostgreSQLDocker