Ilias Tsoumas
Data Scientist
Athens, Attica, Greece
Summary
👤
Senior🎓
Top SchoolIlias Tsoumas is a curious and driven data scientist with 11 years of experience applying machine learning across recommender systems, clustering, NLP, security and web services. Currently at the National Observatory of Athens and pursuing a PhD in Artificial Intelligence, he blends academic rigor with hands-on engineering to tackle complex, real-world problems. His background spans research roles at the University of Piraeus and a machine learning engineering stint at LangAware, reflecting a knack for turning experimental ideas into deployed solutions. Comfortable diving deep into problems, he favors study-driven synthesis and enjoys exploring intersections between ML research and system-level robustness. Based in Athens, he pairs a solid academic foundation (MSc in Data Science) with practical experience delivering data-driven insights in institutional settings.
11 years of coding experience
3 years of employment as a software developer
Master of Science - MS, Data Science, Master of Science - MS, Data Science at Athens University of Economics and BusinessBachelor of Science - BS, Computer Science, Bachelor of Science - BS, Computer Science at University of PiraeusDoctor of Philosophy - PhD, Artificial Intelligence, Doctor of Philosophy - PhD, Artificial Intelligence at Wageningen University & Research
Github Skills (46)
xai10
matrix10
interpretable-machine-learning10
transparency10
iml10
differential-privacy10
recommender10
svd10
factorization10
blackbox10
artificial-intelligence9
causal-inference9
graphical-models9
causality9
machine-learning9
Programming languages (4)
Github contributions (5)
itsoum/ML-DsUniPi
Mar 2017 - Jul 2018
Contributions:6 commits, 5 pushes, 1 branch in 1 year 4 months
Agri-Hub/cotton-phenology-dataset
Dec 2021 - Dec 2021
Contributions:38 commits, 34 pushes, 1 branch in 1 day
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