Engineering leader at S&P Global Energy, where he leads the development of enterprise search and AI-powered information retrieval platform. He specializes in relevance engineering, semantic search, retrieval-augmented generation (RAG), metadata architectures, and large-scale content discovery systems. He has been instrumental in transforming traditional enterprise search into intelligent, agent-ready discovery platform that support data-driven workflows across organization. His work focuses on combining search, AI, and knowledge systems to create trusted, scalable retrieval experiences for both human users and autonomous agents