Oleg Kruglov
Machine Learning Engineer at Intel Corporation
Munich, Bavaria, Germany
Summary
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Rockstar🎓
Top SchoolOleg Kruglov is a Machine Learning Engineer based in Munich with three years of industry experience building high-performance ML and distributed graph systems. He combines a strong mathematical background from MSU with hands-on C++, Python and Scala engineering to optimize core algorithms and production libraries—at Intel he doubled K-Means performance on some datasets and extended oneDAL with incremental algorithm support. His prior research roles at Huawei and startups delivered dramatic speedups for subgraph matching and graph partitioning, and he has led small teams to turn prototypes into customer-ready systems. Comfortable across scientific research and production engineering, he brings rare depth in algorithmic optimization for both single-node kernels and large-scale Spark/GraphX pipelines.
3 years of coding experience
7 years of employment as a software developer
Lomonosov Moscow State University
English, Russian
Github Skills (39)
data-analysis10
intel10
python10
classification10
data-science10
scikit10
semantic-segmentation10
big-data10
machine-learning10
machine-learning-algorithms10
analytics10
pruning10
oneapi10
gpu10
scikit-learn10
Programming languages (2)
Github contributions (5)
olegkkruglov/scikit-learn-intelex
Jul 2023 - Dec 2024
Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
Contributions:399 pushes, 32 branches in 1 year 4 months
olegkkruglov/oneDAL
Mar 2023 - Oct 2024
oneAPI Data Analytics Library (oneDAL)
Contributions:135 pushes, 23 branches in 1 year 7 months
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