Curriculum vitae

Education

Experience

  • 2018 - 2021
    Research Assistant
    International Laboratory of Stochastic Algorithms and High-Dimensional Inference, HSE, Moscow, Russia
    • Conducted research in optimal transport and machine learning.
    • Developed algorithms for high-dimensional inference and numerical simulations.
  • 2019
    Trainee Researcher
    Huawei Moscow Research Center, Moscow, Russia
    • Fine-tuned face recognition models for smartphones, adapting them to the European market.
  • 2018
    Trainee Developer
    Yandex, Moscow, Russia
    • Built Python backend to streamline interactions between marketing APIs.
    • Contributed to the backend development of marketing service applications.

Publications

Skills

  • Programming Languages

    • C++ (Advanced courses at Yandex School of Data Analysis)
    • Python (Advanced courses at Yandex School of Data Analysis)
    • Julia
  • Numerical Methods

    • Linear programming
    • Numerical methods for PDEs and IEs
    • Computer algebra
    • Optimization algorithms
  • Machine Learning

    • Deep learning (PyTorch, TensorFlow)
    • Reinforcement learning
    • Bayesian methods
    • Large Language Models
    • Computer Vision

Honors and Awards

  • Mathematical Competitions

    • Gold Medal, China National Olympiad, 2013
    • Gold Medal, Romanian Masters in Mathematics, 2015
    • Silver Medal, International Mathematical Olympiad, 2015
  • Programming Contests

    • Participation in ACM ICPC World Finals, HSE Bluebell Team, 2018

Academic Interests

  • Optimal Transport

    • Multimarginal transport problems
    • Computational methods for optimal transport
    • Applications of optimal transport in economics and CS
  • Machine Learning

    • Theoretical foundations and development of ML methods
    • Numerical experiments with transformers and LLMs