I am Shreyas Ramakrishna, a senior safety architect at NVIDIA Corporation. My work involves applying functional safety analysis as per the ISO 26262 safety standard to ensure the safety of automotive systems. I received my Ph.D. in electrical engineering from Vanderbilt University, where I was advised by Professor Abhishek Dubey, and I worked at SCOPE Lab, which is located in the Institute for Software Integrated Systems. My research focused on developing dynamic safety assurance techniques for autonomous cyber-physical systems. I designed a safety assurance framework that combines runtime recovery procedures along with machine learning-based assurance monitors (e.g., Out-of-Distribution detector, risk assessors) and design-time safety assurance case to assure the safety of an autonomous system during operation. 

 
I’ve published over 15 articles and abstracts in renowned international journals like ACM Transactions on Cyber-physical Systems, Elsevier’s Journal of System Architecture, and conferences like ICCPS, SEAMS, EMSOFT, Safecomp, ITSC, and DESTION. I am also serving as a reviewer for journals published in Elsevier, SAE International, PHM Society, Springer, and MDPI.