Chapidze Otari Dzhemalievich is a researcher at the National Research Moscow University of Civil Engineering, in 2019 he received a master's degree, is currently studying in graduate school at the Department of Technology and Organization of Construction Production, and has also been working part-time for more than 5 years as a leading engineer in the field of residential construction. Currently combining practical experience and risk research, his research focuses on identifying key risk factors in the construction industry and analyzing mathematical models to evaluate them. The purpose of his work is to develop a comprehensive mathematical model for the life cycle of a residential building, taking into account risk factors. His research interests include the synthesis of technologies and the organization of construction with artificial intelligence.