Ulf Aslak

Copenhagen, Capital Region of Denmark
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Summary

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Ulf Aslak is a Principal Data Scientist based in Copenhagen with 11 years of experience building Bayesian models and computational systems that turn complex data into actionable business decisions. He specializes in Bayesian Marketing Mix Modeling and generative AI, having built the MMM behind a SaaS attribution product and now leading high-impact client projects at PyMC Labs. His background spans academia and industry—from a PhD in Computational Social Science and postdoc work on mobility during COVID-19 to hands-on roles as Chief Data Scientist designing ERP and optimization algorithms for sustainable manufacturing. Comfortable bridging research and production, he combines rigorous probabilistic modeling with practical engineering to optimize media spend, production workflows, and decision-making. An interdisciplinary thinker, he often applies physics and digital media engineering perspectives to data problems, producing solutions that cut cost, time, and CO2 in real-world systems.
code11 years of coding experience
job7 years of employment as a software developer
bookPhD, Computational Social Science, PhD, Computational Social Science at Københavns Universitet - University of Copenhagen
bookStudentereksamen, Mathematics & Physics, Studentereksamen, Mathematics & Physics at Gribskov Gymnasium
bookM.Sc / M.Eng, Digital Media Engineering, M.Sc / M.Eng, Digital Media Engineering at Danmarks Tekniske Universitet
bookStudent Exchange, Student Exchange at National University of Singapore
bookRobert Koch-Institut
bookVisiting student researcher, master thesis, Visiting student researcher, master thesis at Weizmann Institute of Science
bookB.Sc / B.Eng, Physics and Nanotechnology, B.Sc / B.Eng, Physics and Nanotechnology at Technical University of Denmark
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Github Skills (138)

network-visualization10
python10
pymc10
gtk10
qt10
jupyter-extension10
data-science10
clustering-algorithm10
vscode-extension10
information-theory10
bayesian10
vscode10
matplotlib10
canvas10
networkx10

Programming languages (10)

TypeScriptShellCSSC++RustJavaScriptHTMLSvelte

Github contributions (5)

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ulfaslak/py_pcha

Mar 2016 - Aug 2020

Python package that implements the PCHA algorithm for Archetypal Analysis by Mørup et. al.
Contributions:1 review, 28 commits, 2 PRs in 4 years 5 months
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Project work for DTU course 02819
Contributions:61 commits in 5 days
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