Guillem Hurault
Senior Data Scientist
London, England, United Kingdom
Summary
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Senior🎓
Top SchoolGuillem Hurault is a Senior Data Scientist based in London with a PhD in Statistical Machine Learning and eight years’ experience translating research-grade methods into production ML systems across sports analytics, healthcare and energy. He combines deep expertise in Bayesian modelling, time-series forecasting and computer vision with a strong engineering background that delivers maintainable, tested and deployable solutions. Guillem has led teams and built end-to-end workflows and coding standards that pushed 10+ enterprise models to production, and he has a track record of publishing and supervising academic work at Imperial College. His applied projects range from pose estimation for horses and betting-market models to personalised eczema prediction and electricity price and PPA valuation. Comfortable straddling academia and industry, he currently holds dual roles in industry and as a visiting researcher, reflecting an ongoing commitment to cutting-edge methods and reproducible software. A detail often missed: he pairs rigorous Bayesian thinking with practical software engineering, ensuring models are both statistically principled and operationally robust.
8 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy - PhD, Bioengineering, Statistical Machine Learning, Doctor of Philosophy - PhD, Bioengineering, Statistical Machine Learning at Imperial College LondonMaster's degree, Engineering, Master's degree, Engineering at Centrale LyonScientific French Baccalaureat, Scientific French Baccalaureat at Lycée St Joseph BruzLicence de Sciences Economiques et de Gestion, Economics, Licence de Sciences Economiques et de Gestion, Economics at Université Lumière Lyon 2MPSI-MP*, MPSI-MP* at Lycée Chateaubriand
French, English, Portuguese
Stackoverflow
101reputation
0reached
0answers
0questions
Github Skills (13)
stan8
r-package8
statistical-models8
serve7
bayesian-statistics7
python5
building-blocks5
data-science4
data-analysis3
scoring2
machine-learning1
forecasts1
probabilistic1
Programming languages (4)
Github contributions (5)
ghurault/lvc_stan
Apr 2019 - Jun 2019
Contributions:32 commits, 29 pushes, 3 branches in 1 month
ghurault/ghurault.github.io
Nov 2021 - Nov 2022
Contributions:2 releases, 47 commits, 116 pushes in 1 year
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