Matthias Samwald

Initiative Lead

Vienna, Austria
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Summary

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Matthias Samwald is an initiative lead and associate professor with 13+ years at the intersection of AI and biomedicine, focused on how general-purpose AI can accelerate biomedical discovery and improve healthcare delivery. He combines deep technical knowledge of large language models and knowledge representation with practical experience deploying clinical decision support across seven European countries through the €15M U-PGx pharmacogenomics project. As co-chair of the EU General-Purpose AI Code of Practice drafting process, he bridges research, policy and risk assessment to promote responsible GPAI deployment. His background spans academia and applied research—ranging from postdoctoral work in personalized medicine to technology roles in research institutes—giving him a rare systems-level view of both scientific workflows and regulatory constraints. Based in Vienna, he is motivated by tangible health impact and by spotting subtle systemic risks, such as erosion of scientific evaluation processes, before they materialize.
code13 years of coding experience
job10 years of employment as a software developer
bookMSc, Neuroscience, Biology, Pharmacology, MSc, Neuroscience, Biology, Pharmacology at University of Vienna
bookYale School of Medicine
bookDr. rer. nat., Biomedical Informatics, Dr. rer. nat., Biomedical Informatics at Medical University of Vienna
languagesEnglish, German
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Github Skills (93)

prediction10
reasoning10
natural-language-understanding10
heterogeneous10
biomedical10
encoder9
chain9
knowledge-graph9
nlp9
classifier9
python9
ontology9
evaluation9
pytorch9
encoder-decoder9

Programming languages (7)

JavaC++RLuaHTMLJupyter NotebookPython

Github contributions (5)

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Contributions:2 PRs, 8 pushes, 5 comments in 1 year 10 months
Contributions:9 commits in 2 months
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Matthias Samwald - Initiative Lead