Ambrish Varma is a senior principal software engineer at Cadence. He is involved in developing signal integrity analysis products for high-speed designs. He received his M.S. and Ph.D degrees from North Carolina State University, Raleigh. He has published many peer-reviewed papers and conference papers as well as articles in other industry. publications. He holds four U.S. patents and four pending U.S. patents. His research interests include signal integrity issues in high-speed circuit design, behavioral modeling, algorithmic modeling of transceivers, digital signal processing, and applying machine learning techniques and methods to these fields.