Alexey Boyko
AI Research Scientist (Senior) ML Research Engineer at AIRI
Russia
Summary
👤
Senior🎓
Top SchoolAlexey Boyko is a senior AI research scientist and ML engineer with over a decade of hands-on research experience bridging data-driven AI and numerical simulations. He holds a Ph.D. in CS for applying low-rank tensor methods to 3D computer vision, reinforcement learning and numerical PDE problems, and combines formal training in theoretical physics, applied math and computer science with an MIT graduate-year scholarship. Alexey leads research at the intersection of physics-informed ML, computational mechanics and generative shape optimization, and has production-grade experience coding in Python, PyTorch and CUDA. His work includes publications in IROS and IEEE, a patent, and applied projects ranging from robotics control to differentiable tensor networks for 3D scanning. Beyond technical depth, he has run small research teams and consulted for deep-tech startups, translating advanced math into practical R&D outcomes. Based in Russia, he pairs academic rigor with pragmatic engineering—often exploiting low-rank structure to make high-dimensional models tractable.
10 years of coding experience
10 years of employment as a software developer
Aspitantura (Ph.D. program), Computational and Data-Intensive Science and Engineering, Aspitantura (Ph.D. program), Computational and Data-Intensive Science and Engineering at Skolkovo Institute of Science and TechnologyTransferred from, MechE (composite materials), Transferred from, MechE (composite materials) at Bauman Moscow State Technical UniversityAdvanced Study Program, graduate special student, Physics, EECS, Advanced Study Program, graduate special student, Physics, EECS at Massachusetts Institute of TechnologySpecial graduate student, Entrepreneurship and Innovation track, Special graduate student, Entrepreneurship and Innovation track at MIT Sloan School of ManagementM.Sc., Applied Mathematics and Physics, Department of General and Applied Physics (theoretical physics), M.Sc., Applied Mathematics and Physics, Department of General and Applied Physics (theoretical physics) at Moscow Institute of Physics and Technology (State University) (MIPT)
English, Russian
Github Skills (25)
toolbox9
git-repository8
optimizers8
tensorboard6
python6
pytorch6
decomposition6
3d-models5
data-science5
openscad5
mesh5
deep-learning4
automatic-differentiation4
3d3
mesh-processing3
Programming languages (4)
Github contributions (5)
aiboyko/saudi_aramco_data_technathon
Nov 2020 - Mar 2021
Contributions:21 commits, 18 pushes, 1 branch in 3 months
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