Work Experience
Computer Vision Engineer | Full-time | Stuttgart, Germany | Nov 2025 – Present
- Develop production-ready ML pipeline (perception, tracking) and maintain core codebase reliability.
- Drive full-cycle camera-LiDAR calibration, physical data collection, and post-processing.
Master Thesis Student | Full-time | Renningen, Germany | May 2025 – Nov 2025
- Developed motion prediction and trajectory planning algorithms for autonomous vehicles, with a focus on learning rich multi-modal feature representations.
- Supervisors: Faris Janjos, Andreas Look, Andreas Geiger.
- A research paper based on this work is currently in preparation and will be released soon.
Teaching Assistant | Part-time | Tübingen, Germany | May 2025 – Present
- Assisting in teaching the graduate-level “Computational Photography” course.
Computer Vision Engineer Intern | Full-time | Oberkochen, Germany | Oct 2024 – Apr 2025
- Developed real-time multi-view 3D human pose estimation pipeline for perception of medical robotic systems.
- Conducted data acquisition and trained keypoint detection models for medical tools.
- Integrated the pipeline into a ROS environment and deployed it on an NVIDIA Jetson Orin.
Machine Learning Research Project | Part-time | Tübingen, Germany | Apr 2024 – Apr 2025
- Researched and developed novel feature upsampling techniques to enhance the feature quality of vision foundation models.
- Co-authored the LoftUp paper, accepted as an Oral at ICCV 2025.
- First-authored a benchmarking study on feature upsampling, also accepted as an Oral at the ICCV 2025 Workshop.
Machine Learning Research Assistant | Part-time | Tübingen, Germany | Aug 2023 – Aug 2024
- Conducted an in-depth study of object disappearance in text-to-image generation using Diffusion Models.
- Developed automated image segmentation pipelines for proprietary datasets used in commercial applications.
Physics Researcher | Part-time | Kyiv, Ukraine | July 2021 – June 2022
- Simulated properties and structure of haemoglobin with the process of oxygen transport.
- Contributed to a peer-reviewed publication and presented findings at two conferences.
Education
University of Tübingen
MSc in Machine Learning | Tübingen, Germany | Oct 2022 – Nov 2025
Taras Shevchenko National University of Kyiv
BSc in Applied Physics | Kyiv, Ukraine | Sept 2018 – June 2022
- Focus on electronics and information technology in medicine.
- GPA: 1.2 (1.0 - max), Diploma with Honours.
Skills
Programming
Python (Proficient)
C++
ROS
CUDA
ML Frameworks & Libraries
PyTorch
OpenMMLab
OpenCV
Hugging Face
Diffusers
Transformers
ML Domains
Computer Vision
Generative Models
Probabilistic Modeling
Classical ML
Dev Tools & Infrastructure
AWS
Docker
Git
Linux
Slurm
Weights & Biases
Azure DevOps
Hardware & Sensors
Ouster LiDAR
NVIDIA Jetson Orin
Stereolabs ZED
Intel RealSense
Languages
English (C1)
German (B2)
Ukrainian (Native)
Awards & Honors
DAAD Scholarship for Master Studies
Oct 2022 – Oct 2024
- A prestigious full scholarship granted by the German Academic Exchange Service (DAAD) in recognition of academic excellence and strong research potential.