Rui Vieira
Principal Machine Learning Engineer at Red Hat
Newcastle upon Tyne, England, United Kingdom
Summary
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Rockstar🎓
Top SchoolRui Vieira is a Principal Machine Learning Engineer at Red Hat with 12 years of experience blending production software engineering and Bayesian research. He leads development and community efforts for TrustyAI, bringing deep expertise in sequential Monte Carlo methods from his PhD work in Bayesian statistics applied to long-running streaming data. Rui progressed through roles from software engineer to principal at Red Hat after industry and academic stints at Imperial College and Newcastle, and he teaches and mentors on statistical computing and cloud analytics. Based in Newcastle upon Tyne, he combines rigorous quantitative training with practical systems design to make probabilistic ML approaches reliable and production-ready. An understated strength is his ability to translate advanced statistical methods into maintainable open-source tooling that teams can ship and scale.
13 years of coding experience
14 years of employment as a software developer
Fisica, Fisica at Universidade do PortoBSc, Information Technology and Computing, Hons, BSc, Information Technology and Computing, Hons at OUDoctor of Philosophy (PhD), Mathematics and Statistics, Doctor of Philosophy (PhD), Mathematics and Statistics at University of Newcastle-upon-Tyne
English, Portuguese, French, Spanish
Stackoverflow
5,263reputation
1.8mreached
60answers
16questions
cmd
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java
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Github Skills (200)
xgboost10
language-model10
python10
kubeflow10
pmml10
persistence10
istio10
cloud-native10
k8s10
operator10
runtimes10
kubernetes-operator10
rule-engine10
llm-inference10
gsl10
Programming languages (25)
Github contributions (5)
ruivieira/trustyai-explainability
Jul 2022 - Jan 2026
TrustyAI Explainability Toolkit
Contributions:23 PRs, 422 pushes, 291 branches in 3 years 7 months
trustyaiexplainabilitymachine-learning
ruivieira/nim-mentat
Oct 2018 - Nov 2019
A Nim library for data science and machine learning
Contributions:1 release, 8 commits, 2 PRs in 1 year 1 month
data-sciencemachine-learning
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