Nikos Kostagiolas
Researcher PHD Student at The Cyprus Institute
Moskháton, Attiki, Greece
Summary
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Senior🎓
Top SchoolNikos Kostagiolas is a Ph.D. researcher at The Cyprus Institute with a decade of experience applying representation learning and generative modeling to inverse high-dimensional and multi-sensory imaging problems. He blends academic rigor with practical ML engineering from prior roles at the Athena Research Center and the University of Geneva, where he also worked on reinforcement and imitation learning for human gait modeling. His M.Sc. in Data Science earned a best-thesis award for work on learned optimization, reflecting a long-standing interest in meta-learning and generalization. Nikos has a broad research footprint spanning VQA, semantic segmentation, geospatial analytics, NLP and bioinformatics, and hands-on industry experience in ETL and data warehousing from IBM. He frequently bridges theory and application, turning advanced ML methods into usable solutions for complex, real-world sensing and decision-making tasks.
10 years of coding experience
5 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 (B.Sc.), Informatics and Telecommunications, Bachelor of Science (B.Sc.), Informatics and Telecommunications at Ethnikon kai Kapodistriakon Panepistimion Athinon
English, French, Italian, Greek
Github Skills (17)
stylegan9
cross-validation9
image-quality9
region9
genome8
binding8
generative-adversarial-network8
supervised-learning8
cyclegan7
validation6
machine-learning5
pytorch5
polygons5
deep-learning4
classification4
Programming languages (4)
Github contributions (5)
kostagiolasn/NucleosomePatternClassifier
Mar 2016 - Apr 2018
Contributions:54 commits, 3 PRs, 51 pushes in 2 years 1 month
genomesupervised-learningsupervisedvalidationyeast
kostagiolasn/SatConcepts
Jun 2022 - Oct 2022
Contributions:11 commits, 3 pushes in 4 months
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