Graduated from Moscow Automobile and Road Engineering State Technical University (MADI) (Candidate of Technical Sciences). Since 2012, he has been a member of the Higher School of Economics (Institute of Transport Economics and Transport Policy, Faculty of Urban and Regional Development). An expert on the topic of «Smart cities», urban and transport development. Member of the Expert Council of the Ministry of Transport of the Russian Federation for monitoring and evaluating the quality of development of transport planning documents for the subjects of the Russian Federation (2021-2024). Regular media presence in the media as an expert (since 2012).