Charilaos Mylonas

Senior Consultant at Deloitte

Zurich, Zurich, Switzerland
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Summary

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Senior
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Charilaos Mylonas is a Senior Consultant based in Zurich with a decade of experience at the intersection of scientific computing, scalable simulations and data science. He holds advanced degrees from ETH Zürich and a background in structural engineering, and his PhD work focused on large-scale wind farm simulations and probabilistic monitoring using generative deep models. He combines strong numerical methods and software engineering—tensor decompositions, polynomial chaos, distributed simulation—with modern deep learning expertise in transformers, computer vision and graph neural networks. At Deloitte he translates research-grade probabilistic ML into production-relevant solutions, leveraging prior contributions to uncertainty quantification tooling and high-performance code. Known for bridging theory and practice, he often applies stochastic variational Bayes and scalable architectures to tackle real-world predictive and monitoring challenges.
code10 years of coding experience
job6 years of employment as a software developer
bookDipl. Ing. Civil Engineering, Structural Analysis, 7.76/10 (Very Good), Dipl. Ing. Civil Engineering, Structural Analysis, 7.76/10 (Very Good) at Aristoteleion Panepistimion Thessalonikis
bookMaster’s Degree, Computational Science and Engineering, 5.06/6.00, Master’s Degree, Computational Science and Engineering, 5.06/6.00 at Eidgenössische Technische Hochschule Zürich
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Github Skills (12)

simulation7
leveldb4
bitcoin4
blockchain4
jekyll4
python4
kernel3
lsm-tree3
pde2
rocksdb2
gpu1
conversational-ai1

Programming languages (3)

HTMLPythonFortran

Github contributions (5)

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mylonasc/tf_gnns

Dec 2020 - Nov 2021

Contributions:1 release, 66 commits, 1 PR in 11 months
mylonasc/arxiv_llm_assistant

Aug 2023 - Jun 2025

Contributions:315 pushes, 1 branch in 1 year 10 months
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