Konstantin Selivanov
Machine Learning Researcher at 42
Batumi, Autonomous Republic of Adjara, Georgia
Summary
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Senior🎓
Top SchoolKonstantin Selivanov is a machine learning researcher and engineer with 15 years of experience building production ML systems, from billion-node graph analytics and search engines to perceptual prototypes that graduated Techstars. He specializes in representation learning, sequential and generative models (including transformers, state-space models, flows and diffusion), and practical memory and compression techniques, often pairing research rigor with low-level code optimization. Konstantin has led teams and research efforts as CTO and Data Science Lead, and now contributes research at 42 while drawing on early-stage product experience at startups backed by Sequoia and GV. A long-time Linux user and mathematician by training, he favors minimalism and efficiency in both models and engineering. Beyond papers and prototypes, he’s delivered tangible systems—transliterators, car-counting pipelines and large-scale search—that bridge research and deployment. His blend of deep theory, systems-level optimization and startup grit makes him adept at moving novel ML ideas into robust production.
15 years of coding experience
9 years of employment as a software developer
post-graduate, post-graduate at Moscow Institute of Physics and Technology (State University) (MIPT)Specialist System Analysis Communications, Specialist System Analysis Communications at Southern Federal University (former Rostov State University)
Spanish, Russian, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (30)
fsm-library10
template-metaprogramming9
transducer9
atomic9
fsm8
python8
state-machine8
raii8
machine-learning8
pytorch8
data-science7
chainer7
tensorflow7
deep-learning7
cudnn5
Programming languages (2)
Github contributions (5)
c0stya/fslib
Mar 2013 - Apr 2020
Finite state transducer library. Minimalistic pure C implementation.
Contributions:22 commits, 9 pushes in 7 years 2 months
transducerraiifinite-statefsm-libraryfsm
lightcaster/cuda_autoencoder
Oct 2013 - Apr 2014
Contributions:24 commits in 5 months
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