Experience

2025 - present

Center for Software Development and Digital Services at the Moscow Institute of Electronics and Mathematics, HSE University

• Led a project team
• Researched controllable video generation models (inpainting, Wan, VACE)

2023 - present

Wildberries' educational initiative focused on training and internship programs for specialists in IT and business.

• Designed and delivered hands-on training in Computer Vision and Generative Vision
• Authored and iterated learning modules spanning segmentation, video tracking, conditional generation, inpainting & inversion, LoRA/SVD fine-tuning, depth estimation, anomaly detection, and data unlearning.
• Developed internal automation for homework checking and question generation (LLMs).

2022 - 2024

Tikhonov Moscow Institute of Electronics and Mathematics, School of Applied Mathematics

• Led student project teams delivering applied Computer Vision prototypes; defined milestones, reviewed experiments, and ensured reproducible baselines.
• Consulted on deep learning pipelines (data, training, evaluation) for video analytics and 3D vision tasks.

2020 - 2024

Faculty of Physics, M.V. Lomonosov Moscow State University

• Designed and taught a graduate course on neural networks for scientific research (PyTorch-based notebooks + assignments).
• Advised and assisted graduate students with machine learning research: problem formulation, baselines, and evaluation.

2020

• Developed computer-vision models and integrated them into an inference pipeline for production use.
• Packaged and exported models for deployment (Docker, ONNX).

2019 - present

HSE University, Faculty of Computer Science / School of Software Engineering

• Ran a research seminar on Computer Vision Technology with hands-on labs (detection, tracking, segmentation, and modern generative vision).
• Maintained and updated materials annually; curated practical exercises and supporting readings.

2017 - 2020

• Developed an information disclosure system for managing organizations (backend features and integrations).
• Built REST APIs and data workflows (PHP/Laravel, MySQL); supported production maintenance.

2011 - 2016

HSE University, Business Computer Science Faculty / Department of Management and Software Development.

• Taught “Algorithms and Data Structures” and “Software Testing and Verification”.

2007 - 2012

In addition to administrative work, I worked on web projects: www.4x4typ.ru, www.extremetyre.ru, www.4x4drive.ru.

1999 - 2007

Institute of New Technologies (INT), Moscow.

Worked on children's training environments in the “Pervo-Logo” family.

Created Windows applications and web interfaces based on Microsoft products.