Ihar Yermalayeu is an engineering manager and computer vision specialist with 11+ years of experience leading R&D teams to deliver high-performance video analytics for perimeter security, transportation, and retail. He combines deep hands-on expertise in C/C++ and SIMD optimizations (SSE/AVX/AVX-512/NEON/VMX) with practical machine learning (CNN) and cross-platform system design to squeeze maximum throughput from CPU and embedded targets. At Synesis and atlas acme he built and managed teams developing detection, classification, OCR and stabilization pipelines for optical and thermal imagery, and he continues to drive algorithmic optimization in production systems. An active contributor to the open-source Simd library and AntiDupl project, he focuses on low-level resizers and AVX/AVX-512 performance improvements that reveal a proclivity for squeezing algorithmic efficiency from hardware. With a physics background and graduate work in laser physics, he brings a research-oriented mindset to pragmatic engineering problems.
11 years of coding experience
7 years of employment as a software developer
first class degree Physics, first class degree Physics at Belarusian State University
Graduate school Laser Physics, Graduate school Laser Physics at Institute of physics
A program to search similar and defect pictures on the disk
Role in this project:
Back-end Developer
Contributions:2 releases, 70 commits, 34 PRs in 5 years 1 month
Contributions summary:Ihar primarily updated the Simd library, adding support for AVX instructions and optimization. They also added project files related to the AntiDupl program, specifically for generating header files and .NET project files. Further contributions include converting Russian documentation to UTF-8 encoding and incorporating release updates with download links. The user also updated copyrights and fixed bugs.
C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, NEON for ARM.
Role in this project:
Back-end Developer
Contributions:80 releases, 2492 commits, 46 PRs in 7 years 11 months
Contributions summary:Ihar's commits primarily focus on optimizing the Base implementation of the ResizerByteArea1x1 and ResizerByteArea2x2 classes, as well as adding and optimizing SSE4.1, AVX2, and AVX-512BW optimizations to functions within the library. Their work includes improving and fixing bugs in C++ image processing library. They focused on improving image processing operations for optimized performance.
avxsimdvmxavx512simd-library
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Ihar Yermalayeu - Engineering Manager at atlas acme