Serafeim Loukas
Data Scientist
Geneva, Geneva, Switzerland
Summary
👤
Senior🎓
Top SchoolSerafeim Loukas is a data scientist with 8 years of international experience, blending neuroscience, statistics, and electrical engineering to turn complex data into actionable insights. Based in Geneva, he currently designs cross-divisional ML solutions for the International Air Transport Association (IATA) and leads data collection and analytics initiatives across IATA’s global aviation network. He serves as IATA’s main representative at the European AI Office for the drafting of the first General-Purpose AI Code of Practice and contributes to the AI Technical Board, translating research into policy and practice. His track record includes applying statistical and ML methods to wearable data at Natural Cycles and conducting interdisciplinary research across EPFL, University of Bern, and University of Geneva, with multiple publications and student mentorship. In addition to his research and industry work, he writes about ML for a broad audience, authoring 50+ articles on Medium to demystify machine learning concepts.
9 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy (PhD), Electrical Engineering (EDEE), Doctor of Philosophy (PhD), Electrical Engineering (EDEE) at Ecole polytechnique fédérale de LausanneMaster of Science (M.Sc.), Interdisciplinary Master in Neuroscience, Thesis: 6/6, Defense: 6/6, Neurosciences, 5.30 / 6.00 (Excellent, 90 ECTS), Master of Science (M.Sc.), Interdisciplinary Master in Neuroscience, Thesis: 6/6, Defense: 6/6, Neurosciences, 5.30 / 6.00 (Excellent, 90 ECTS) at University of GenevaDiploma in Electrical and Computer Engineering, Electrical and Computer Engineering, Diploma in Electrical and Computer Engineering, Electrical and Computer Engineering at National Technical University of AthensLyceum Diploma (Apolytirio), Technology Sciences (Maths, Physics, Programming), 19.7/20, Lyceum Diploma (Apolytirio), Technology Sciences (Maths, Physics, Programming), 19.7/20 at Aristoteleion, Lyceum, Corinth, Greece
English, Greek, French
Stackoverflow
32,400reputation
8.4mreached
714answers
36questions
k-means
top-1%
pandas
top-5%
cluster-analysis
top-5%
numpy
top-1%
matplotlib
top-5%
plot
top-5%
Github Skills (200)
python10
anova10
prediction10
scientific-computing10
markdown10
scikit10
statistics10
econometrics10
numpy10
regression-models10
jupyter-widget10
espn10
scipy10
jupyter10
data-science10
Programming languages (10)
Github contributions (5)
seralouk/LDA_toolbox
Jul 2018 - Oct 2022
Contributions:12 pushes, 1 branch in 4 years 4 months
seralouk/seralouk.github.io
Jun 2021 - Mar 2025
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:145 pushes, 2 branches in 3 years 8 months
templategithub-pages-templatemmistakesmistakesjekyll
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.