cv

researcher & developer

Huawei

• development of robust model with fast inference to recommend the database operation mode
• adapting and improving cutting-edge results in the area ML4DB
• and also solving optimization problems on graphs, development of specialized sampling methods, Tree-based metrics and so on ...

researcher

International Laboratory of Stochastic Algorithms and High-Dimensional Inference

• development of a new algorithm for ensembling ML models
• the optimality of the developed algorithm was proved
• the algorithm was successfully implemented and applied in practice to solve a number of test problems
• the publication was accepted at the ICML

master degree

Novosibirsk State University

• optimization of RDBMS in the OLAP scenario using ML techniques

bachelor degree

Novosibirsk State University

• graduated with honors (GPA 4.97 / 5.0)
• specialized in Algorithmics and Statistical Learning Theory
• diploma is related to the development of a new way of constructing ensembles in machine learning

• linear algebra
• mathematical analysis
• theory of probability and mathematical statistycs
• discrete optimization
• computational methods

• randomized algorithms
• parameterized algorithms
• big data algorithms
• general complexity theory

• PGBootcamp (gave a master class)

• ICML Dynamic Neural Network Workshop, Baltimore (poster)
• ISSC, Novosibirsk (oral)
• AIRI, Sochi (poster)

• SnowOne, Novosibirsk (listener)

• CSSR, Novosibirsk (listener)

• CompTech, Novosibirsk (teamlead, ml engineer)

• Modern Methods of the Theory of Optimization, Sochi (ml researcher)
• CompTech, Novosibirsk (listener)

• CompTech, Novosibirsk (listener)

• Mathematical Workshop 2020, Novosibirsk (researcher in Differential Equations)

• Winner the International Olympiad in Cryptography NSUCRYPTO (researcher track)

• Winner the Olympiad "I am a Professional" (Mathematics)

• Winner the International Olympiad in Cryptography NSUCRYPTO

• Winner the International Open Student Contest on Mathematics

• Hope of the Faculty of Mechanics and Mathematics of NSU
• Alfa-Chance program for the best students