Roc Reguant
Solutions Architect Genomics Machine Learning at CSIRO
Sydney, New South Wales, Australia
Summary
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Senior🎓
Top SchoolRoc Reguant is a Solutions Architect specializing in genomics and machine learning with 12 years of experience applying computational methods to medical data. Based in Sydney and currently at CSIRO, he develops cutting-edge techniques to analyze, fuse, and integrate large biomedical datasets to extract actionable insights. His background spans academia and industry—from a PhD-track in bioinformatics and computational biology to a Harvard Medical School internship where he built sequence-based models to predict protein family similarity. Early roles in data science and software development gave him practical experience in event matching, propensity score methods, and real-world data engineering across healthcare and web domains. He combines rigorous research instincts with production-focused architecture, often translating evolutionary and structural biology concepts into scalable analytical pipelines.
12 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy - PhD, Biomathematics, Bioinformatics, and Computational Biology, Doctor of Philosophy - PhD, Biomathematics, Bioinformatics, and Computational Biology at Københavns Universitet - University of CopenhagenMaster's degree in Informatics, Master's degree in Informatics at Technische Universität MünchenUPC Universitat Politècnica de Catalunya
French, Danish, Italian, German, English, Spanish, Catalan
Stackoverflow
1reputation
0reached
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Github Skills (57)
notebook10
genome10
shapley10
shap10
sankey-diagram10
sequence-alignment10
gradient-boosting10
gwas10
aws10
bioinformatics10
random-forest10
emr9
machine-learning9
databricks9
survival-analysis9
Programming languages (7)
Github contributions (5)
rocreguant/I-have-time
Aug 2015 - Aug 2019
Contributions:26 pushes, 1 branch in 4 years
sanderlab/alignmentviewer
Dec 2017 - Jul 2022
Multiple sequence alignment visualizer
Contributions:2 releases, 49 commits, 2 PRs in 4 years 8 months
sequence-alignmentproteinalignmentmsajavascript
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