Curriculum Vitae

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2023 – 2027

PhD in EECS

Massachusetts Institute of Technology

Mathematical theory of transformers. Advisor: Prof. Yury Polyanskiy; also working with Prof. Philippe Rigollet.

Sep 2023 – now

MIT LIDS, Research Assistant

Dynamics of token representations in transformers as interacting particle systems on the sphere.

Jun 2026 – Aug 2026

Citadel Securities, Quantitative Researcher (Intern)

Deep learning research.

Jun 2025 – Aug 2025

Google, Student Researcher

Error detection in LLM reasoning.

Dec 2022 – Jul 2023

Huawei Technologies, R&D, Senior Engineer

Designed and ran federated learning experiments with the OpenFL framework.

Jun 2021 – Aug 2023

EIMI, Researcher

Product quantization research.

Apr 2022 – Aug 2022

Pinely (HFT firm), R&D, Data Scientist

ML-based feature extraction from market data.

2017 – 2023

BSc & MSc in Mathematics

Saint Petersburg State University

Plus the Data Science Program at the Computer Science Center (2019 – 2022): ML, DL, NLP, RL, statistics.

2022

HSE & Siberian.Capital student research competition — 1st prize

2021

Möbius Contest — 2nd prize

2020

International Mathematics Competition — Grand First Prize

Top 1.5% among all participants.

2016

International Mathematical Olympiad — Silver Medal