CV
Education
- B.S. in Applied Mathematics and Physics, MIPT, Russia, 2016
- M.S. in Applied Mathematics and Physics, MIPT, Russia, 2018
- M.S. in Industrial and Applied Mathematics, Grenoble INP (Ensimag), France, 2018
- Ph.D in Uplift prediction and Counterfactual learning, Criteo AI Lab and AMA LIG, 2021 (expected)
Work experience
- 2014-2017: Marketer & Data Analyst
- Rocketbank
- Targeted advertising in social networks and development of customer churn prediction model
- Managers: Alexey Kolesnikov, Vasiliy Khozyainov
- 2015-2016: Bachelor Student Researcher
- ISPRAS
- Development of model of marital status prediction of social network users (bachelor thesis)
- Supervisor: Anton Korshunov
- 2016-2018: Data Scientist
- Prisma Labs
- Research and development of image segmentation and style transfer projects
- Supervisor: Tom Semyanov
- 2018: Research Intern
- Criteo and AMA LIG
- Research uplift prediction and counterfactual learning topics
- Supervisors: Eustache Diemert (Criteo), Massih-Reza Amini (AMA LIG)
Skills
- Programming languages
- Science software
- Jupyter Notebook
- Atom
- RStudio
- LaTeX
- Tools
- Numpy
- Scipy
- Pandas
- Matplotlib
- Scikit-learn
- Tensorflow
- Keras
- Amazon MTurk
Publications
Communication and leadership
- Took a place in a variety of song and dance festivals
- Taught mathematics and physics in a center of intellectual development for > 20 children 10-15 years old
- Supervised first-year students
