Projects more details

Fraud Detection – full time job, fintech, meta-trading, 2022-current time.
3D Computer Vision for teeth – full time job, 2021-2022.
Space Navigator – a Tool for the Optimization of Collision Avoidance Maneuvers, 2018-2019, 2021-2022.
NFT Images Generator – generation and styling of images according to the user’s description, 2022.
Marketing Robot – Reinforcement Learning for automatic budget management, 2021.
Poker Robot – Reinforcement Learning for Poker, 2021-2022.
Storage Digital Twin – Digital Twin of the Data Storage System based on GANs, 2021-2022.
Anomaly Prediction – Detection and Prediction of Anomalies in Storage Area Network, 2018-2020.
Satellite Positioning – Prediction the position of Space Objects using simulation data, 2019-2020.

Publications

Space Navigator: a Tool for the Optimization of Collision Avoidance Maneuvers
Online detection of failures generated by storage simulator
SANgo: a storage infrastructure simulator with reinforcement learning support
Learning velocity model for complex media with deep convolutional neural networks

Art projects

For All Exists Infinity – VR installation created with the Unreal Engine, 2021.

Teaching

ML-IDS – Machine Intelligence, interdisciplinary perspective, 2021-2022.
Introduction to Data Analysis – HSE University, Bachelor’s programme, Faculty of World Economy and International Affairs, 1 year, 4 module, 2021.
Academic supervision and mentoring of students – HSE University, 3 theses defended, 2021.
Python for Data Science course – SkillBox, 2020.