Shankar Krishnan is a product leader with over 15 years of experience building AI products at scale across IBM, AWS, Aptiv, and Upserve. His work spans conversational AI, speech analytics, generative AI, and enterprise software, with products running in production at Fortune 100 companies. He has led teams of 100+ engineers and ML scientists, launched multiple products from zero to one, and driven strategic outcomes including major acquisitions and exits.