Manmeet Singh is an experienced machine learning professional with a robust background in software engineering and research. Holding a Master's degree in Computer Science from the University of Massachusetts Amherst and a Bachelor of Technology with Honors from the Indian Institute of Information Technology Allahabad, Manmeet has held various influential roles. These include Tech Staff Machine Learning Architect and Lead Machine Learning Architect at Instacart, as well as Lead Machine Learning Software Engineer at Apple. Prior experience includes positions as a Senior Member of Technical Staff and Member of Technical Staff at Adobe, and a Research Assistant at the Center for Intelligent Information Retrieval.