Sumesh Udayakumaran
About Sumesh Udayakumaran
Sumesh Udayakumaran is a Member of Technical Staff at AMD, specializing in compiler optimization and GPU performance with a focus on machine learning applications. He has extensive experience in the tech industry, having worked at Qualcomm, Intel Corporation, and Cerebras Systems.
Work at AMD
Sumesh Udayakumaran has been a Principal Member of Technical Staff (PMTS) at AMD since 2017. He has contributed to various projects in the Greater San Diego Area, focusing on compiler optimization and GPU performance. His role involves enhancing the efficiency of software for AMD's hardware, particularly in relation to machine learning applications.
Experience at Qualcomm
Sumesh Udayakumaran has held multiple positions at Qualcomm, starting as a Staff Compiler Engineer from 2008 to 2013. He then advanced to the role of Senior Staff Engineer in 2013, where he has worked for over 11 years. His expertise in compiler optimization has played a significant role in improving Qualcomm's software performance.
Role at Cerebras Systems
Since 2019, Sumesh Udayakumaran has served as a Member of Technical Staff at Cerebras Systems. In this capacity, he focuses on optimizing compilers for machine learning workloads. His work is integral to enhancing the performance of Cerebras' innovative hardware solutions.
Education and Expertise
Sumesh Udayakumaran earned his PhD in Computer Engineering from the University of Maryland, where he studied from 2002 to 2006. His academic background laid the foundation for his specialization in compiler optimization and GPU performance, particularly in the context of machine learning applications.
Previous Experience at Intel
Before his tenure at Qualcomm, Sumesh Udayakumaran worked at Intel Corporation as a Senior Compiler Engineer from 2005 to 2006. His experience at Intel contributed to his understanding of compiler technologies and optimization strategies, which he has applied throughout his career.