Stanislav Kapulkin
CEO CTO at Independent research
Be'er Sheva, South District, Israel
Summary
👤
Senior🎓
Top SchoolStanislav Kapulkin is a mathematician-programmer and serial technical founder with 10 years of experience applying ML, computer vision and category-theoretic ideas to real-world AI systems. As CEO/CTO of VIETE he focuses on building AI agents with deeper problem understanding to reduce errors and improve reliability, blending research rigor with product-minded execution. He teaches deep learning for computer vision, conducts independent research translating category theory for cognitive psychologists, and has hands-on experience deploying models in production across video tracking, NLP and speech tasks. His background spans low-level C/C++ systems, Unity game and VR software, blockchain smart contracts, and modern ML stacks (TensorFlow, PyTorch), evidencing rare full-stack fluency. Based in Be'er Sheva, Israel, he pairs a formal Applied Mathematics education from ITMO with practical startup leadership and R&D that bridges abstract theory and applied engineering. A distinctive thread in his career is adapting high-level mathematical concepts into usable tools for cognition and robust AI agents.
10 years of coding experience
11 years of employment as a software developer
Computer science, Computer science at Saint Petersburg Academic UniversityHigh school, High school, High school, High school at Saint Petersburg Lyceum 30Master's, Applied Mathematics And Informatics, Master's, Applied Mathematics And Informatics at ITMO University
English
Github Skills (164)
keystrokes10
rendering9
webcam9
pinch9
audio9
stream9
android-sdk9
pan9
portrait9
cursor8
screencast8
azerothcore8
wpf8
mouse8
chocolatey8
Programming languages (9)
Github contributions (5)
PP22MotionLearning/MODNet
Feb 2022 - Feb 2022
A Trimap-Free Portrait Matting Solution in Real Time [AAAI 2022]
Contributions:33 commits, 25 pushes, 1 branch in 14 days
pytorchmattingportraitdeep-learningportrait-matting
MODNet-DPT/MODNet
May 2021 - Jun 2021
A Trimap-Free Solution for Portrait Matting in Real Time under Changing Scenes
Contributions:31 commits, 27 pushes, 1 branch in 26 days
portraitmattingdeep-learningportrait-mattingcomputer-vision
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