Giovanni D'ario
Principal Data Scientist In Roche Information Solutions (RIS)
Basel, Basel-City, Switzerland
Summary
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Senior🎓
Top SchoolGiovanni D'ario is a Principal Data Scientist at Roche Information Solutions with over a decade of experience applying physics, bioinformatics and machine learning to complex problems across pharmaceuticals and diagnostics. He has led end-to-end development of clinical prediction models — including a CE-marked algorithm — and built Deep Learning and NLP systems for real-world evidence and COVID-19 literature extraction. Skilled at marrying rigorous experimental design with practical deployment and regulatory compliance, he champions the scientific method to turn well-designed experiments into measurable business value. Giovanni excels at translating complex analyses into clear, actionable insights and has a track record of shipping widely adopted tools and workflows across global regions. His background (PhD in Bioinformatics and an MSc in Physics/Machine Learning) and early work on automation and annotation pipelines reveal a persistent focus on speeding reproducible science and operationalizing analytics. Colleagues describe him as relentlessly curious, collaborative, and passionate about experimenting with bold ideas.
11 years of coding experience
16 years of employment as a software developer
University of MilanUniversity of Bologna
Italian, English, French, German
Github Skills (11)
ess9
statistics7
elisp7
stan7
bayesian7
emacs6
emacs-lsp5
melpa5
emacs-lisp4
python1
visualization1
Programming languages (2)
Github contributions (5)
gdario/Notes
Oct 2015 - Mar 2020
Contributions:7 pushes, 1 branch in 4 years 6 months
gdario/dotfiles
Nov 2017 - Jan 2024
Contributions:320 pushes, 4 branches in 6 years 3 months
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