Peter Deweirdt

PHD Candidate

Cambridge, Massachusetts, United States
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Summary

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Senior
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Top School
Peter Deweirdt is a PhD candidate in Computational and Systems Biology at MIT with nine years of experience applying machine learning to molecular biology, notably in CRISPR sgRNA analysis and bacterial anti-phage defense proteins. He blends hands-on experimental collaboration with computational rigor from prior roles at the Broad Institute, developing predictive models that extract biological insights from sequence data. Comfortable across Python/R and network-science approaches, he has a track record of translating complex genomics problems into deployable computational tools. Based in Cambridge, MA, he brings a strong mathematics and CS foundation from Hamilton College and a knack for spotting signal in noisy biological datasets — a skill honed through diverse internships from pediatric genomics to pharmacology.
code9 years of coding experience
job4 years of employment as a software developer
bookVisiting Student Mathematics, Visiting Student Mathematics at University of Oxford
bookBachelor's degree Mathematics and Computer Science, Bachelor's degree Mathematics and Computer Science at Hamilton College
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Stackoverflow

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Github Skills (22)

rule6
plotly6
charts6
webgl6
visualization6
regl5
data-visualization5
dashboard5
javascript5
plotly-dash4
python4
twine4
charting3
machine-learning2
genetic2

Programming languages (3)

JavaScriptJupyter NotebookPython

Github contributions (5)

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gpp-rnd/sglearn

Aug 2020 - Jul 2021

Contributions:42 commits, 12 PRs, 25 pushes in 11 months
gpp-rnd/poola

Jan 2021 - Jul 2021

Python package to analyze the results of pooled CRISPR screens
Contributions:48 commits, 24 PRs, 35 pushes in 5 months
crisprpythonpython-packageanalyze
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Peter Deweirdt - PHD Candidate