Jayaraman Thiagarajan
About Jayaraman Thiagarajan
Jayaraman Thiagarajan is a Research Scientist specializing in Machine Learning, with expertise in high-dimensional data analysis, scientific machine learning, multimodal learning, and explainable AI. He has a strong publication record in prominent journals and conferences and has held various research positions at institutions including Lawrence Livermore National Laboratory and Arizona State University.
Current Role at Lawrence Livermore National Laboratory
Jayaraman Thiagarajan serves as a Research Scientist specializing in Machine Learning at Lawrence Livermore National Laboratory. He has held this position since 2015, contributing to various projects that involve high-dimensional data analysis, scientific machine learning, multimodal learning, and explainable AI. His role includes collaborating with application scientists to create tailored solutions aimed at advancing scientific discovery and healthcare analytics.
Education and Academic Background
Jayaraman Thiagarajan obtained his Doctor of Philosophy in Electrical Engineering from Arizona State University, where he studied from 2008 to 2012. Prior to this, he earned a Master of Science in Electrical Engineering from the same institution, completing his studies between 2006 and 2008. He also holds a Bachelor of Engineering in Electronics and Communication from the Institute of Road and Transport Technology, which he completed from 2000 to 2004.
Research Experience and Contributions
Thiagarajan has a significant research background, having worked as a Graduate Research Associate at Arizona State University from 2007 to 2013. He also served as a Postdoctoral Research Staff Member at Lawrence Livermore National Laboratory from 2013 to 2015. His research has been published in high-impact journals and conferences, including PNAS, JMLR, IJCV, IEEE TNNLS, Neurips, AAAI, and CVPR.
Professional Involvement and Committees
Jayaraman Thiagarajan actively participates in research planning committees for the Department of Energy's Advanced Scientific Computing Research (DOE/ASCR). He also organizes workshops and tutorials at various conferences and research organizations, contributing to the broader scientific community and facilitating knowledge sharing.
Proposal Development and Funding
In his role, Thiagarajan develops research proposals aimed at securing funding from various agencies and programs, including the Department of Energy (DOE), Defense Advanced Research Projects Agency (DNN), National Institutes of Health (NIH), Biomedical Advanced Research and Development Authority (BARDA), and Advanced Scientific Computing Research (ASCR).