Resume

Experience

2024 - 2025
Senior Data Scientist • Tech Lead
Wargaming • Berlin, Germany

Led the R&D and production of a Generative AI map tool for AAA games, boosting artist efficiency by ⭐50%⭐.

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GANs Diffusion
2022 - 2024
Principal Computer Vision Engineer • Team Manager
Brighter AI (acquired by Canon) • Berlin, Germany

Led development of a Generative AI face replacement system adopted as a flagship solution, including detection, localization, and R&D pipelines.

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GANs Detection & Localization
2020 - 2022
Principal Computer Vision Engineer • Project Lead
Huawei • Moscow, Russia

Developed and commercialized Face Super-Resolution and real-time segmentation solutions for flagship devices with ⭐ 10M+ ⭐ users, leading a team delivering mobile deep learning applications.

Super Resolution GANs Segmentation Inpainting Image Enhancement
2013 - 2020
Junior- Middle- Leading Computer Vision Engineer • Project Lead
Samsung • Moscow, Russia

Designed and implemented a full Extreme Face Recognition pipeline, including Iris Recognition and Anti-Spoofing, commercialized in Samsung flagship devices with ⭐ 10M+ ⭐ users, while leading development of real-time AI algorithms for mobile.

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Face Recognition Iris Recognition Detection Segmentation Matching Quality Assesment Anti-Spoofing Depth Estimation

Education

2009 - 2015
Master in Applied Mathematics
Bauman Moscow State Technical University • Russia

Thesis: Breath detection & key-points tracking using infrared\web-camera.

Professional Skills

Computer Vision
Generative AI
Deep Learning
Object Detection
Biometric Algorithms
Image Segmentation
Super Resolution
Inpainting
Recognition
Diffusion
GANs
Transformers
Image Processing
Video Analysis
Algorithms & Data Structures

Languages & Libraries

Python
C++
Bash
PyTorch
TensorFlow
Keras
OpenCV
ONNX
OpenCL
Git
Docker
DVC
MLflow
ClearML
FiftyOne
CMake
Transformers
HuggingFace