Deep Learning Researcher, Analyst
August 8, 1999

About Candidate

Machine/Deep Learning Engineer and Researcher with 5 years of Python programming experience.
Interested in applying AI in the areas of signal processing, computer vision, speech recognition, time series analysis.



Master student (Faculty of Computer Science) 2023
Higher School of Economics
Bachelor (Faculty of Automation and Computer Engineering) 2021
Novosibirsk State Technical University

Work & Experience

Researcher-developer 03/2022 - Present
International Laboratory for Intelligent Systems and Structural Analysis at Higher School of Economics

Researcher-developer in the field of data analysis and artificial intelligence • Analysis of the interdependence between the quality metrics of pretrained models on a changing data stream, evaluation of the influence of three characteristics of the input data : feature importance + correlation + feature shift coefficient (changeling in the distribution of each of the features) on the quality of the model; • Development of an algorithm for calculating the change in the quality metric depending on the change in the distribution of features of the model, development of prediction methods.

Researcher-developer 01/2021 - 02/2022
Big Data Analyst Laboratory of Applied Digital Technologies, International Mathematical Center

in Akademgorodok • Development of a neural network to search for soliton solutions of the nonlinear Schrödinger equation. Development of an algorithm for the nonlinear Fourier trans-form; • Development of a neural network for solving the Poisson differential equation.