Vasilis Gkolemis
Research Assistant at "Athena" Research and Innovation Center
Athens, Attica, Greece
Summary
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Senior🎓
Top SchoolVasilis Gkolemis is a Research Assistant and PhD candidate in Explainable AI specializing in uncertainty quantification for probabilistic models such as Bayesian Neural Networks, with a decade of research experience across academia and a research center in Athens. He holds an M.Sc. in Data Science (Distinction) from the University of Edinburgh and an engineering diploma from Aristotle University of Thessaloniki, where his early work applied deep learning to stereo vision. His research bridges explainability and probabilistic inference to advance trustworthy ML, and he has contributed to open-source tooling like ELFI by implementing the ROMC method. Based in Athens, he combines theoretical rigor with practical implementation, regularly updating his research outputs online and collaborating with leading supervisors in XAI and probabilistic methods.
9 years of coding experience
1 year of employment as a software developer
Master's degree, Master's degree at The University of EdinburghDoctor of Philosophy - PhD, Informatics, Doctor of Philosophy - PhD, Informatics at Harokopio University of AthensDiploma of Engineering, Computer Engineering, 7.56, Diploma of Engineering, Computer Engineering, 7.56 at Aristotle University of Thessaloniki (AUTH)
English, Spanish
Stackoverflow
117reputation
14kreached
8answers
2questions
Github Skills (67)
pii10
python10
deep-learning10
automl10
fairness-ml10
robustness10
chatgpt10
r10
machine-learning-algorithms10
iml10
transformer10
data-visualization10
gpt10
nlp10
jax10
Programming languages (5)
Github contributions (5)
givasile/effector
Jan 2024 - Mar 2025
Contributions:2 releases, 120 pushes, 9 branches in 1 year 2 months
givasile/emacs.d
Sep 2021 - Mar 2024
An Emacs configuration bundle with batteries included
Contributions:2 PRs, 18 pushes in 2 years 7 months
batteries-includedbundlebatteriesemacs-configurationspacemacs
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