He has participated in standardization of the air interface (3GPP-RAN1) for 4G LTE (Releases 8–13) and 5G New Radio (Release 15). He is currently an Engineer with Samsung Research America, Mountain View, CA, USA, where he leads a team developing Samsung’s network analytics and automation tools for 5G cellular systems. His research interests include wireless network optimization, machine learning, and information theory