Alexey Grigoriev
Senior Engineer at Intel
Russia
Summary
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RockstarAlexey Grigoriev is a Senior Engineer with over 6 years of documented experience and a long professional pedigree that includes senior roles at Intel and prior research work at RFNC-VNIIEF. He focuses on back-end development and ML engineering, contributing notably to oneAPI Data Analytics Library (oneDAL) where he implemented BF KNN, optimized KMeans and improved Windows batch export and buffer usage. Alexey blends algorithmic depth with practical performance tuning, repeatedly removing redundancies and reworking parameters to boost efficiency. Based in Russia, he brings a researcher's rigor from his earlier career into production-grade analytics libraries. Colleagues would describe him as a hands-on problem solver who prefers measurable optimizations over theoretical elegance. His open-source contributions show a commitment to making robust, high-performance ML primitives broadly usable.
6 years of coding experience
Github Skills (9)
algorithm10
machine-learning10
oneapi10
c-language10
machine-learning-algorithms10
inference10
cpp10
cprogramming-language10
ai10
Programming languages (2)
Github contributions (5)
uxlfoundation/oneDAL
Nov 2019 - Mar 2022
oneAPI Data Analytics Library (oneDAL)
Role in this project:
Back-end Developer & ML Engineer
Back-end Developer & ML EngineerContributions:514 reviews, 102 commits, 179 PRs in 2 years 3 months
Contributions summary:Alexey primarily contributed to the implementation of the BF KNN (Brute Force K-Nearest Neighbors) classification algorithm, including the addition of batch export functionality for Windows builds. They made changes to the KMeans implementation, including adding reasonable blocks for KMeans. Further, the user worked on performance optimization and bug fixes by reworking parameters, removing redundancies, and optimizing buffer usage for the KNN algorithms.
data-analyticsoneapionedaldata-analysismachine-learning
amgrigoriev/daal
Nov 2019 - Aug 2023
Intel® oneAPI Data Analytics Library (oneDAL)
Contributions:6 PRs, 779 pushes, 184 branches in 3 years 9 months
data-analyticsanalyticsinteloneapianalytics-library
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