Andrei Bokovoi
SMTS Software Development Engineer at AMD
Belgrade, Central Serbia
Summary
👤
Senior🎓
Top SchoolAndrei Bokovoi is a software engineer specializing in GPU-accelerated systems, computer vision and robotics, with about a decade of experience spanning research labs, top Russian universities and industry roles. He currently works at AMD after contributing optimized inference paths and LLM forward/backward performance improvements for PyTorch/FBGEMM on AMD GPUs. His background includes developing real-time 3D reconstruction and GPGPU algorithms for embedded and scanner platforms, plus publishing and supervising work in SLAM and autonomous systems. Andrei combines deep academic training (PhD-level work) with hands-on production optimization for SoCs and modern GPU stacks, and is known for translating cutting-edge research into practical, high-performance software. A curious lifelong learner, he pairs teaching experience with mentoring newcomers inside engineering teams.
9 years of coding experience
12 years of employment as a software developer
PhD, Computer Science, PhD, Computer Science at Peoples’ Friendship University of Russia
Russian, English, Serbian
Github Skills (18)
matrix10
matrix-multiplication10
multiplication10
facebook10
depth10
3d-reconstruction8
ros-node8
ros8
robotics8
linear-algebra5
blas5
root-finding4
machine-learning1
pytorch1
caffe1
Programming languages (1)
Github contributions (5)
avbokovoy/FBGEMM
Jun 2024 - Nov 2024
FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
Contributions:167 pushes, 33 branches in 5 months
CnnDepth/tx2_fcnn_node
Apr 2019 - Jan 2020
ROS node for real-time FCNN depth reconstruction
Contributions:61 commits, 10 PRs, 46 pushes in 9 months
reconstructionroboticspoint-cloudsros2ros-node
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