Pengyi Yang

Unit Head, Computational Systems Biology

Australia
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Summary

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Senior
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Top School
Pengyi Yang is a computational systems biology leader with 11 years of experience bridging bioinformatics, AI-driven analysis, and translational stem cell research across academia and institutes in Australia and the US. As Unit Head at the Children's Medical Research Institute and Associate Professor at the University of Sydney, he leads a lab that develops computational approaches to understand cellular systems and publishes tools and code through the pyanglab GitHub repository. His background—PhD in Bioinformatics and an M.Eng. in AI for Bioinformatics—combines rigorous computational training with hands-on experimental collaboration from fellowships at NIH and Garvan. An Early Career Editor for Stem Cell Reports, he brings editorial insight into reproducible computational workflows and a track record of securing competitive fellowships and grants. Notably, his work emphasizes open, reusable software for systems-level biology rather than single-study analyses, reflecting a commitment to community-facing resources.
code11 years of coding experience
bookThe University of Sydney
bookMaster of Engineering (M.Eng.), Artificial Intelligence in Bioinformatics, Master of Engineering (M.Eng.), Artificial Intelligence in Bioinformatics at Southwest University
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Github Skills (17)

r-package6
noise5
bioinformatics5
evaluation4
hierarchical4
classification3
cran3
genes3
machine-learning3
seq2
bioconductor2
package-repository1
consensus1
rna-seq1
genomics1

Programming languages (4)

RCSSC++Python

Github contributions (5)

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PYangLab/directPA

Mar 2015 - Nov 2020

Contributions:11 pushes in 5 years 9 months
perturbationpathwaypathway-analysisdesignsbioinformatics
cran/ClueR

Feb 2015 - Sep 2018

Contributions:5 commits, 1 PR, 1 comment in 3 years 8 months
cluecran-rr-packagecranevaluation
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Pengyi Yang - Unit Head, Computational Systems Biology