Guillaume Drouart
Principal Data Scientist
Western Australia
Summary
👤
Senior🎓
Top SchoolGuillaume Drouart is a Principal Data Scientist with nine years of cross-disciplinary experience applying Bayesian statistics and large-scale data engineering to problems in health, energy, environment and astrophysics. He led the operationalisation of a malaria risk stratification model for policy use, managed an international Indigenous multi-omics clinical trial with bespoke data governance, and built scalable tools for handling SKA-precursor radio astronomy datasets. Equally comfortable producing production-ready R packages and migrating models to AWS as he is writing Python Bayesian SED fitting code, he blends research rigor with productionisation skills. Based in Western Australia, he also drives practical sustainability efforts—helping estimate his institute’s carbon footprint—and bikes everywhere with his three children. Notably, his background in galaxy evolution taught him to solve needle-in-a-haystack problems at planetary scale, a mindset he brings to public health and energy-transition challenges.
9 years of coding experience
9 years of employment as a software developer
Bachelor of Science (BS), Theoretical and Mathematical Physics, Bachelor of Science (BS), Theoretical and Mathematical Physics at Université de PoitiersDoctor of Astrophysics, Galaxy Evolution, Doctor of Astrophysics, Galaxy Evolution at Université Paris Sud (Paris XI)Master of Science (MS), Astrophysics, Master of Science (MS), Astrophysics at Observatoire de Paris
English, French, Spanish
Github Skills (17)
sampling10
mcmc9
python8
r-package8
spatial6
data-handling6
terra6
vector5
spatial-data5
geospatial5
r5
raster5
data-analysis3
gdal3
matplotlib2
Programming languages (2)
Github contributions (5)
gdrouart/MrMoose
Jul 2017 - Nov 2021
Contributions:35 commits, 26 pushes, 3 branches in 4 years 4 months
gdrouart/2022-08-data-science-exercise
Sep 2022 - Sep 2022
2022 ICRAR Data Science applicants exercise
Contributions:7 pushes in 1 day
pythonsciencedata-sciencemachine-learningapplicants
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