Alina MIKHAYLENKO

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.

Location

Education

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

Work & Experience

R
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.

R
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.