He graduated from the Mathematical faculty of Irkutsk State University in 2012 with a degree in Mathematical Support and Administration of Information Systems, works as a research assistant at the Matrosov Institute for System Dynamics and Control Theory of the Siberian Branch of the RAS.
I. V. Bychkov, G. M. Ruzhnikov, R. K. Fedorov, A. K. Popova, Yu. V. Avramenko, “On classification of Sentinel-2 satellite images by a neural network ResNet-50”, Computer Optics, 47:3 (2023), 474–481
I. V. Bychkov, G. M. Ruzhnikov, R. K. Fedorov, A. K. Popova, Yu. V. Avramenko, “Classification of Sentinel-2 satellite images of the Baikal Natural Territory”, Computer Optics, 46:1 (2022), 90–96