Alexander Korabelnikov
Computer Vision Team Lead at Mila4ai
Larnaca, Cyprus
Summary
👤
Senior🎓
Top SchoolAlexander Korabelnikov is a computer vision team lead with over a decade of commercial software experience and seven years leading ML/CV projects end-to-end, from PoC to production. He currently heads computer vision and video processing efforts at Mila4ai, managing cross-functional teams and the full pipeline of data collection, annotation, and specialized neural network training. With an academic foundation in mathematics and computer science (M.S.) and ongoing PhD work, he specializes in deep network optimizations such as pruning and quantization and has applied ML in domains from medical imaging to autonomous localization. His background spans hands-on Python/PyTorch development for segmentation, detection and audio recognition, plus previous leadership roles building ML hardware and perception stacks. Based in Larnaca, Cyprus, he combines research rigor with product-focused delivery and a penchant for practical, performance-driven model improvements—outside work he’s an aviation and skiing enthusiast.
10 years of coding experience
10 years of employment as a software developer
additional education (1 course), Localization for self-driven vehicles, additional education (1 course), Localization for self-driven vehicles at edXTechnician, Computer Software Technology/Technician, 5.0, Technician, Computer Software Technology/Technician, 5.0 at Volga collegeMaster of Computer Science, Space geoinformatics, 4,8, Master of Computer Science, Space geoinformatics, 4,8 at Самарский Государственный Аэрокосмический УниверситетDoctor of Philosophy - PhD, Computer science, 2/3 years, Doctor of Philosophy - PhD, Computer science, 2/3 years at Высшая Школа ЭкономикиBachelor's degree, Computer science (applied mathematics and informatics), 4.7, Bachelor's degree, Computer science (applied mathematics and informatics), 4.7 at Самарский Государственный Аэрокосмический Университет / Samara State Aerospace University
Английский
Github Skills (147)
benchmark10
toolbox10
python10
feature-extraction10
annotations10
deep-learning10
instance-segmentation10
gpu10
vision-transformer10
faster-rcnn10
glip10
imagenet10
openmmlab10
mask-rcnn10
retinanet10
Programming languages (8)
Github contributions (5)
sMedX/video_streaming_for_ML
Mar 2019 - Aug 2019
Contributions:19 PRs, 39 pushes, 12 branches in 5 months
korabelnikov/mmdetection
Oct 2019 - Jul 2020
Open MMLab Detection Toolbox and Benchmark
Contributions:8 PRs, 19 pushes, 8 branches in 8 months
benchmarktoolboxobject-detection
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