Hinrik Guðmundsson
Senior Machine Learning Engineer at Red Hat
Durham, North Carolina, United States
Summary
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Senior🎓
Top SchoolHinrik Guðmundsson is a Senior Machine Learning Engineer with nine years of experience building and productionizing ML systems across healthcare, edge devices, and enterprise software. With a master's in Artificial Intelligence from the University of Amsterdam, he has applied memory-optimized neural networks for real-time food quality assurance and managed data for the world's largest myeloma study of 80,000+ participants. He has moved between research and production roles—integrating complex models into cloud infrastructures at Maven and contributing to PyTorch core and the broader AI open-source stack at Red Hat. Based in Durham, NC, Hinrik combines rigorous academic training with hands-on engineering to ship scalable ML features and optimizations that power global-scale workloads. Notably, his background spans both NLP for smart homes and high-stakes biomedical data management, showing a rare blend of domain breadth and systems-level focus.
9 years of coding experience
6 years of employment as a software developer
Bachelor's degree, Computer Science, Bachelor's degree, Computer Science at Háskóli ÍslandsMaster's degree, Artificial Intelligence, Master's degree, Artificial Intelligence at University of Amsterdam
Github Skills (27)
azure-machine-learning9
notebook9
tokenizer8
sdk8
tf-idf7
machine-learning7
deep-learning7
parser7
azure7
nlp6
grammar6
information-extraction6
python6
data-science6
music5
Programming languages (5)
Github contributions (5)
hinriksnaer/Loopdy
Sep 2018 - Jan 2019
Music creation tool in React
Contributions:115 commits, 37 PRs, 98 pushes in 3 months
reactmusic-creationcreationmusicmusic-player
hinriksnaer/FacialReconstructionAI
May 2020 - Jan 2022
Contributions:5 pushes, 1 branch, 1 comment in 1 year 7 months
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