Piotr Hoffmann
Engineering Manager at Intel Corporation
Gdańsk, Pomeranian Voivodeship, Poland
Summary
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Rockstar🎓
Top SchoolPiotr Hoffmann is an Engineering Manager at Intel with a PhD in technical sciences and six years of industry experience leading AI and machine learning initiatives across both commercial and research settings. He has delivered over 10 IT projects, led multimodal biometric and V2X traffic-sign projects, and contributed to OpenVINO by implementing quantized PyTorch frontend operations and aligning performance tooling across Python and C++. An author of 30+ publications and 10 patent applications, he blends academic rigor with product-focused delivery and experience teaching university courses. Based in Gdańsk, he pairs technical leadership in voice, sound and data-processing systems with a hands-on engineering background, and outside work enjoys road cycling, mountain photography and following AI trends.
5 years of coding experience
5 years of employment as a software developer
Doctor (Ph.D.,Eng.), Telecommunications Technology/Technician, Doctor (Ph.D.,Eng.), Telecommunications Technology/Technician at Gdansk University of Technology
English
Stackoverflow
1reputation
0reached
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Github Skills (7)
quantization10
machine-learning10
openvino10
cprogramming-language9
c-language9
back-end-development8
backend8
Programming languages (5)
Github contributions (5)
openvinotoolkit/openvino
Aug 2022 - Jan 2023
OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
Role in this project:
ML Engineer & Backend Developer
ML Engineer & Backend DeveloperContributions:571 reviews, 10 commits, 72 PRs in 4 months
Contributions summary:Piotr primarily contributes to the OpenVINO toolkit by implementing new operations and improving existing ones related to PyTorch frontend, especially in the area of quantized operations. They've implemented the `aten::quantize_per_tensor`, `aten::quantize_per_channel`, and `aten::dequantize` operations. Also, the user focused on aligning performance counters and reports output across Python and C++ implementations.
inference-enginepytorchmodel-optimizerdeep-learninggpu
PiotrKrzem/openvino
Jul 2022 - Mar 2025
OpenVINO™ Toolkit repository
Contributions:906 pushes, 76 branches in 2 years 9 months
pytorchdeep-learninggpuopenvino-toolkitcomputer-vision
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