Research Areas: Complex Systems Modeling and Optimization, Computational Intelligence, Adaptive Stochastic Optimization Algorithms, Combinatorial Optimization, Data Mining
The most significant publications
Development of imitation models (including AnyLogic), optimization problem formulation, model development and software implementation.
Development and investigation of the evolutionary and biology inspired algorithms for solving combinatorial optimization problems and data mining tools design.
«Cyber-physical Systems and Internet of Things» (successfully completed) Course by Professor Andrej Škraba (University of Maribor, Slovenia) on base of Siberian State Aerospace University, 2017
A number of mini-courses through DataCamp.org
“Development, implementation and efficiency investigation of self-configuring stochastic algorithms for solving multistage scheduling problem”, Project № 18-37-00433 with funding from the Russian Foundation of Fundamental Research (RFFR), 2018-2020 (Project Leader).
“Computer-aided design of intelligent classification technology for speech dialogue systems”, Krasnoyarsk Regional Innovative and Technological Business Incubator (KRITBI), 2014-2016 (Project Leader).
“Development of theoretical backgrounds for complex systems comprehensive modeling automation with computational intelligence methods”, State Assignment Project 2.1680.2017/ПЧ, 2017-2019 (team member).
“Development and investigation of data mining technologies automated design methods based on self-configuring evolutionary and biologically inspired algorithms of optimization”, 2016-2018, Russian Fond of Fundamental Research Project 16-01-00767/A (team member).
Project 140/14 of government assignment of scientific research plan of SibSAU “Theoretical foundations development of evolutionary design of data mining technologies”, 2014-2015 (team member)
MSc in System Analysis and Control (with honors)
Siberian State Aerospace University, Institute of Computer Science and Telecommunications, Department of System Analysis and Operations Researc
2014 – Krasnoyarsk City Mayor Award for young talents in nomination “High achievements in science and education”
2014 – Potanin’s Scholarship for creative students with leadership qualities, managerial abilities and teamwork skills
2014 – Polyus Gold CAF "Student Initiatives" Grant
2013 – Krasnoyarsk Region Scholarship for outstanding students (nomination in “Physics and Mathematics”)
“Bionic algorithm development for automatic intelligent classification system design in natural language dialogue systems”, Individual grant for Siberian State Aerospace University undergraduate and graduate students, 2013 (Project Leader).
Joint Russian-German research project “Models and algorithms for the automated design of hardware-software complexes of multilingual information intelligent processing in distributed high-performance systems of space mission”, SibSAU – Ulm University (Germany), 2012-2013, governmental contract № 16.740.11.0742 (team member).
Joint Russian-German research project “Distributed intellectual technologies of data processing and analysis in dialogue information and communication systems”, Federal Government Program “Investigations and developments in the priority directions of Russian scientific and technological complex development”, 2012-2013, governmental contract 2011-1.9-519-005-042 (team member).
Project 8.5541.2011 of government assignment of scientific research plan of SibSAU “Theoretical foundations development of automation in physical systems mathematical modeling based on experimental data”, 2013 (team member)
BSc in Applied Mathematics and Computer Science (with honors)
Siberian Federal University, Institute of Mathematics and Computer Science, Department of Mathematical Modeling and Control Processes