Data Science

Alina Samokhina

Senior Data Analyst at Avito

Faculty Profile

Alina graduated from Moscow Institute of Physics and Technology, majoring in Applied Mathematics and Physics. Currently, she is pursuing her PhD in Machine Learning and Artificial Intelligence, with a primary focus on time series analysis related to brain signals and neurointerfaces.

Throughout her career, Alina has gained extensive experience working with diverse datasets in various companies. She has contributed to the development of neural networks for a startup specializing in VR games with neurocontrol (Neiry), as well as made valuable contributions to fraud detection efforts in a major industrial company (Avito).

Today, Alina works as a full-time data analyst and part-time consultant, providing expert guidance on statistical data analysis for research projects in various fields.

Experience

July 2021 – Present | Moscow, Russia
Senior Data Analyst
Avito
January 2023 – June 2023 | Moscow, Russia
Machine learning Teaching Assistant
State University Dubna
September 2022 – July 2023 | Moscow, Russia
Mathematical methods of forecasting course instructor
MIPT
January 2020 – March 2021 | Moscow, Russia
Data scientist
Neiry
January 2019 – December 2021 | Moscow, Russia
Business intelligence consultant
CROC inc.
July 2018 – December 2018 | Moscow, Russia
Big data analyst intern
System Multipass ltd.
May 2017 – Oct 2018 | Moscow, Russia
Research Scientist Intern
Space Research Institute, Russian Academy of Sciences

Education

Aug 2021 – Present
Ph.D. in artificial intelligence
Moscow Institute of Physics and Technology
2019–2021
Master's Degree in Machine Learning, Data Analysis
Moscow Institute of Physics and Technology
2014–2019
Bachelor’s Degree in Applied Mathematics and Physics
Moscow Institute of Physics and Technology

Honors & Awards

Best presentation award 63th MIPT Scientific Conference (2020)
Laureate of data science championship Sibur Challenge (2019)

Publications

2022
Classification models for P300 evoked potentials
A.M.Samokhina, R.G.Neychev, V.V.Goncharenko, R.K.Grigoryan, V.V.Strijov Systems and means of Informatics 2022, V.32, i.3, pp.36-49
2020
Approaches to processing P300 dataset
V.V.Goncharenko, R.K.Grigoryan, A.M.Samokhina In Proceedings of 63rd MIPT Scientific Conference
2020
Approaches to multiclass classification of the P300 dataset
V.V.Goncharenko, R.K.Grigoryan, A.M.Samokhina, In Proceedings of 13th International Conference on Intelligent Data Processing
2020
Playing a P300-based BCI VR game leads to changes in cognitive functions of healthy adults
Matvey Bulat, Alexandra Karpman, Alina Samokhina, Alexander Panov preprint

Courses by Alina

Data Science

Master's Machine Learning

31 Jan - 16 Feb 2024

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