IBM Consulting Advantage

I led a team of engineers building the enterprise retrieval-augmented generation (RAG) platform behind IBM Consulting Advantage — a modular pipeline spanning parsing, chunking, retrieval, reranking, and conversational orchestration. The platform is available to 150,000+ users across IBM (with 5,000+ daily users) and ingesting 100,000+ new documents every month across IBM’s internal knowledge and client collections.