Specialized in designing and implementing AI-RAG (Retrieval-Augmented Generation) chatbots using LangChain, LlamaIndex, and OpenAI/Claude APIs. Features include context-aware responses, seamless integration with vector databases such as Pinecone, Supabase, and ChromaDB, and tailored functionalities to meet unique business requirements, delivering intelligent and impactful conversational solutions.