Curriculum Vitae
Education
- B.S. in Moscow Institute of Physics and Technology, GPA: 4.8/5, 2016-2020
- M.S. in Skolkovo Institute of Science and Technology, GPA: 4.6/5 2020-2022
Work experience
AIRI (March 2024 --- Present)
Middle Engineer
- Depth estimation using generative models
- Generative assets editing
Samsung AI Center (September 2022 --- March 2024)
Middle Engineer
- Selfie editing based on mesh head-avatars
- Generative assets, text-to-3d and image-to-3D problems
- Generative pretraining for depth estimation problem
Nanosemantics Lab, LLC ( June 2021 --- August 2022)
Computer vision algorithm developer
- Image and video segmentation task, virtual try-on
- 2D and 3D people keypoints estimation for photos and short videos
Joint Institute for High Temperatures of the Russian Academy of Sciences** (August 2019 --- July 2020)
Laboratory assistant
- Magnetic probe modeling
- Conducting experiments with magnetic probe in plasma to explore magnetic field properties
- Data analysis
Teaching
- Leading Mentor in DLS School (2023 - 2024)
- Lecturer in DLS School (2024)
- Lecturer in Deep School GenCV cource (2024)
- Writing posts for Deep School (2024)
- Computer Vision lecturer at Bootcamp (2023-2024)
- MIPT Olympiad school teacher (2021 - 2023)
- Lead Organizer in Combalg mathematical School
- Additional education teacher at 2101, 444 and Phystech Lyceum(2018 - 2022)
Skills
Languages \& frameworks: Python, C++, Fortran, PyTorch, PyTorch Lightning,TensorRT, Tensorboard, OpenCV, Scikit, Kornia, Albumentations, Transformers, Dissusers, JAX, PIL, Pandas, Numpy, Scipy, Hydra, Numba, open3d, Flask, Xgboost, Catboost
Technology: Classifiaction, Object Detection, Semantic/Instance Segmentation, Pose estimation, Recognition, Image Generation, Image editing, GAN, Super-Resolution, Denoising, Image2Image, Text2Image, Style Transfer, Distillation, NeRF, Inverse Rendering, Text-to-3D, Image-to-3D, Depth Estimation, Novel-view synthesis, Lidar data