Aman Khan, Arize's newest product manager, brings experience in pioneering ML infrastructure and tooling from his roles at Cruise and Spotify. He will help drive product development of Arize's rapidly-growing ML observability platform, partnering closely with the marketing team to ensure clear customer communication and streamlining sales and customer success processes. With a background in mechanical engineering and a passion for building and coding, Aman has transitioned into an ML/PM role, advising companies on the build-versus-buy calculus for model monitoring and observability, highlighting the importance of load testing and scalability in real-time applications. He offers advice to those starting their careers, emphasizing the need to play to one's strengths and finding a supportive organization with leaders who enable growth.