Matej Kosec
Senior Deep Learning Software Engineer at NVIDIA
San Francisco, California, United States
Summary
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Senior🎓
Top SchoolMatej Kosec is a Senior Deep Learning Software Engineer with 11 years of experience building and scaling ML systems across autonomous driving, deep learning, reinforcement learning, and AI infrastructure. He has driven production and research efforts at NVIDIA and Apple after scaling BERT to 256 IPU devices and publishing the packedBERT acceleration while at Graphcore. Comfortable in both Python and C++, Matej blends low-level performance engineering with model development, shipping framework features and custom on-device ops for MLPerf-grade benchmarks. His background in aerospace and real-time GPU visualization gives him a strong foundation in numerical methods and systems thinking that informs model optimization and deployment. Based in San Francisco, he focuses on PyTorch, MLOps, and novel hardware targets like Graphcore IPUs, bridging research and production.
11 years of coding experience
5 years of employment as a software developer
Bachelor’s Degree Aerospace Engineering, Bachelor’s Degree Aerospace Engineering at Delft University of TechnologyMaster’s Degree Aeronautics and Astronautics, Master’s Degree Aeronautics and Astronautics at Stanford University
English, German, Slovenian
Github Skills (99)
dataframes9
python9
polars9
threaded9
intellij9
dataframe9
rust8
javafx8
idp8
notebook7
pluggable7
apache-arrow7
snap7
smoothing7
identity-provider7
Programming languages (9)
Github contributions (5)
mat-ej/mlops-slurm-kubernetes
Jan 2022 - Feb 2022
Contributions:20 commits, 17 pushes, 2 branches in 25 days
mat-ej/online-judge
Jul 2020 - Sep 2022
A modern open-source online judge and contest platform system.
Contributions:27 pushes, 1 branch in 2 years 2 months
online-judgecontest-platform
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