Andrzej Sułecki
Senior Deep Lerning Algorithms Engineer at NVIDIA
Warsaw, Masovian Voivodeship, Poland
Summary
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Rockstar🎓
Top SchoolAndrzej Sułecki is a Senior Deep Learning Algorithms Engineer with a decade of experience building and optimizing PyTorch-based models and production-ready training pipelines at NVIDIA. Based in Warsaw, he has progressed from internships in CUDA and applied research to leading work on model training, TorchScriptable ConvNets, multi-process training fixes, and Triton inference optimizations for enterprise-grade deep learning examples. His open-source contributions to the high-profile NVIDIA/DeepLearningExamples repo show a practical focus on reproducibility, deployment, and performance tuning. Known for bridging research and engineering, he combines strong systems-level CUDA/PyTorch expertise with an emphasis on scalable, production inference.
10 years of coding experience
1 year of employment as a software developer
Computer Science, Computer Science at University of Warsaw
Github Skills (12)
computer-vision10
pytorch10
machine-learning10
deep-learning10
efficientnet10
model-optimization10
image-classification10
mlops5
docker4
dockers4
tensorflow4
nlp3
Programming languages (3)
Github contributions (5)
NVIDIA/DeepLearningExamples
Mar 2021 - Oct 2022
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Role in this project:
ML Engineer
ML EngineerContributions:15 commits, 1 PR, 2 pushes in 1 year 6 months
Contributions summary:Andrzej primarily focused on improving the PyTorch-based deep learning examples within the repository. Their work includes fixing bugs related to multi-process training scripts, adding new features, and improving the TorchHub integration. They also made changes to support TorchScriptable ConvNets and optimized code for Triton inference. These contributions demonstrate a focus on model training, deployment, and optimization.
forecastingcaffe2translationspeech-recognitionstate-of-the-art
NVIDIA/dllogger
Nov 2019 - Apr 2021
A logging tool for deep learning.
Contributions:3 commits, 2 PRs, 2 pushes in 1 year 5 months
deep-learningmachine-learninglogging
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