Stanislav Matkov
Computer Vision Engineer at Videointellect LLC
Dubna, Moscow Oblast, Russia
Summary
👤
Senior🎓
Top SchoolStanislav Matkov is a Computer Vision Engineer with 8 years of hands-on experience building and deploying real-time CV systems in C++ and Python, from conveyor-belt defect detectors to UAV vision and predictive video analytics. He progressed from PC repair to leading CV development, combining a strong mathematical foundation (MSc in Intelligent Big Data Systems) with practical implementation skills in Qt/C++ and prototyping in Python. At Videointellect he researches and crafts original detectors (PPE, abandoned objects, lens dirt, etc.), while earlier roles delivered drone ground control and vision systems for automated landing. He maintains personal projects and freelances, evidencing a habit of continuous learning and experimentation beyond core work. Notably, his background spans both embedded/real-time constraints and data-driven analytics, enabling solutions that bridge research prototypes and production-grade pipelines.
8 years of coding experience
1 year of employment as a software developer
Магистр, Интеллектуальные системы обработки больших данных, 5, Магистр, Интеллектуальные системы обработки больших данных, 5 at Международный Университет Природы, Общества и Человека «Дубна»
Русский, Английский
Github Skills (18)
particle-filter8
appearance8
prediction6
computer-vision5
segmentation4
deep-learning3
nlp3
object-detection3
machine-learning3
searching2
python2
transformers2
pytorch2
ros2
jetson1
Programming languages (4)
Github contributions (5)
matkovst/SkinSegmentation
Oct 2020 - Oct 2022
A model for human skin segmentation
Contributions:3 commits, 2 PRs, 6 pushes in 2 years
deep-learningskin-segmentationsegmentation
matkovst/IncrementalVisualTracker-python
Mar 2021 - Sep 2022
Appearance-based visual object tracker
Contributions:3 commits, 2 PRs, 8 pushes in 1 year 6 months
object-trackervisual-trackingtrackercomputer-visionobject-detection
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