‍Nirmal Mukhi leads the Machine Learning Infrastructure team at ASAPP and is the technical leader for our AutoSummary product. Prior to joining ASAPP, Nirmal held leadership positions in engineering and research at IBM, where he was R&D lead for Watson Education, and served as CTO at fast-growing startup. He has over 30 publications (with 4500+ citations), 15 patents, and has appeared on a Discovery channel documentary about AI.