Operating at the intersection of AI and complex software systems. Founding team member of Pinecone, a pioneer in the field of vector databases. Before that, helped power some of the well-known Amazon AI services, such as Amazon Music and Alexa. Also helped build some of the core distributed systems over which most of the AWS runs. Have an MBA from Harvard Business School and a Master's in Computer Science from Cornell University.