Jan Iwaszkiewicz

MTS Software Development Engineer at AMD

Gdańsk, Pomeranian Voivodeship, Poland
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Summary

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Jan Iwaszkiewicz is an MTS Software Development Engineer based in Gdańsk with five years of experience specializing in AI runtimes, performance engineering, and Python/C++ integrations. He has driven low-level optimizations and API improvements for OpenVINO at Intel, contributing to ONNX importers, Python bindings and performance-sensitive unit tests for a widely used open-source AI inference toolkit. Jan blends hands-on refactoring of critical operators with architectural guidance and public-facing technical education, having led workshops and talks on computational performance. Recently joining AMD after a stint as an AI compiler engineer at Samsung, he’s comfortable moving between deep systems work and cross-library interoperability (NumPy, PyTorch, TensorFlow). Colleagues rely on him for pragmatic performance wins in both C++ kernels and their Python interfaces—an engineer who improves runtime efficiency without sacrificing usability.
code5 years of coding experience
job6 years of employment as a software developer
bookMaster's degree Computer Science, Master's degree Computer Science at University of Gdansk
languagesEnglish
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Github Skills (20)

python10
c-language9
performance-monitor9
performance-analytics9
performance-measurement9
optimizer9
performance-monitoring9
optimisation9
performance-analysis9
optimization9
cprogramming-language9
performance-tuning9
deeplearning-ai8
ai8
inference8

Programming languages (3)

C++Jupyter NotebookPython

Github contributions (5)

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openvinotoolkit/openvino

Jul 2020 - Jan 2023

OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
Role in this project:
userBack-end Developer & Performance Engineer
Contributions:1083 reviews, 81 commits, 230 PRs in 2 years 6 months
Contributions summary:Jan primarily focused on code cleanup and refactoring within the `openvino` repository, specifically related to low-level operations. They addressed code quality by cleaning up and refactoring the `Reverse Sequence` operation, and added classes to the Py API. Additionally, the user made contributions to the ONNX importer and the addition of unit tests, especially in performance sensitive code, by adding and testing a new operator.
inference-enginepytorchmodel-optimizerdeep-learninggpu
jiwaszki/ONE

Jul 2024 - Sep 2024

Contributions:58 pushes, 27 branches in 2 months
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Jan Iwaszkiewicz - MTS Software Development Engineer at AMD