Staffan Mcshane
Data Scientist III
Uppsala, Sweden
Summary
👤
Senior🎓
Top SchoolStaffan Mcshane is a Data Scientist III with 11 years of engineering and research experience, blending a PhD in pharmaceutical bioinformatics with hands-on software delivery in Java and Python. He develops ML models with calibrated uncertainty—his notable open-source project CPSign provides conformal prediction tooling and REST-deployable QSAR models. Comfortable moving research into production, he also builds encryption tools, YubiKey applets, containerized services and CI/CD pipelines, showing breadth across security, web and infrastructure. Based in Uppsala, Sweden, he has transitioned from academia to industry roles at Olink Proteomics and Thermo Fisher Scientific, bringing rigorous probabilistic ML expertise to proteomics and drug discovery workflows.
11 years of coding experience
2 years of employment as a software developer
Doctor of Philosophy - PhD Bioinformatik inom farmaci, Doctor of Philosophy - PhD Bioinformatik inom farmaci at Uppsala University
Github Skills (68)
parser10
autocomplete10
executable10
ansi10
cli-framework10
bash-completion9
cheminformatics9
command-line-parser9
chemistry9
cli9
libsvm9
annotations9
picocli9
ansi-colors9
development-kit9
Programming languages (8)
Github contributions (5)
pharmbio/cplogd
May 2017 - Oct 2022
Code related to the conformal prediction log D project
Contributions:81 commits, 1 PR, 37 pushes in 5 years 5 months
machine-learningconformal-predictionprediction
arosbio/cpsign-examples
Aug 2019 - Jan 2024
Shows examples of using CPSign from the Java API
Contributions:9 pushes, 2 branches, 3 tags in 4 years 5 months
javaapijava-api
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