Igor Lashkov is a Postdoctoral researcher in the Department of Civil and Environmental Engineering, University of Hawaii at Manoa, Honolulu. Previously he worked as a research assistant in the Computer Aided Integrated Systems Laboratory at St. Petersburg Federal Research Center of the R.A.S. He received the Ph.D. degree in Computer Science in 2018. His research interests include intelligent transportation systems, machine learning, deep neural networks, and connected and autonomous vehicle systems.