Karthikeyan is Researcher at the Applied Research Center of Applied AI and an LLM Engineer with 3+ years of experience specializing in Retrieval-Augmented Generation systems. He has implemented production-grade RAG solutions across multiple industries and designed enterprise training programs on RAG technologies. His expertise spans the complete RAG pipeline from data preparation and embedding optimization to deployment and performance tuning.