Experience

  1. Research Assistant

    MIT LIDS
    Research project on clustering effects for transformers.

  2. Senior Engineer, R&D team

    Huawei Technologies
    • Designed and implemented experiments using the OpenFL framework to validate research findings and explore new avenues of Federated Learning.

  3. Researcher

    EIMI
    Research project on product quantization.

  4. Analyst Intern, R&D team

    Pinely (HFT firm)
    • Analyzed market data using Machine Learning techniques to extract meaningful insights.
    • Explored cross-exchange arbitrage strategies for crypto markets.

  5. Researcher

    St. Petersburg State University
    Research project on random processes and fields with applications to data analysis.

  6. Volunteering Teacher, Math center

    Lyceum 239 (St. Petersburg)
    Taught olympiad mathematics to high school students.

Education

  1. PhD in Computer Science

    Massachusetts Institute of Technology
    Research focused on mathematical theory for transformers.
    View Research

  2. BSc \& MSc in Mathematics

    Saint Petersburg State University
    GPA: 4.96/5.0

  3. Data Science Program

    Computer Science Center
    GPA: 4.67/5.0
Awards
International Mathematical Competition(2020)
Grand First Prize (Top 1.5%) ∙ Present
Möbius Student Research Contest(2021)
Second Prize ∙ Present
HSE & Siberian.Capital Student Research Competition(2022)
First Prize ∙ Present
International Mathematical Olympiad(2016)
Silver Medal (Top 19%) ∙ Present
Russian Mathematical Olympiad(2016)
Gold Medal (Top 4%) ∙ Present