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  • Stefanos Stamatis Achlatis

Stefanos Stamatis Achlatis

PhD student

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Jan-Jakob Sonke

Stefanos Stamatis Achlatis

I completed my BSc and MSc in Electrical and Computer Engineering at the National Technical University of Athens in 2021. During my studies, I worked on different projects and studied various subjects such as Deep Learning, Pattern Recognition, Natural Language Processing, Computer Vision, and Information Theory. For my master's thesis, I studied Structured Pruning for Deep Learning Language Models. After my master's graduation, I worked on a European Space Agency project on the automatic detection and classification of lunar impact flashes.
From 2022 I am a Ph.D. candidate in the POP-AART lab, a collaboration between the Netherlands Cancer Institute, the University of Amsterdam, and Elekta. This collaboration focuses on the use of artificial intelligence for precision radiotherapy. The lab is supervised by Jan-Jakob Sonke and Efstratios Gavves. In my Ph.D. I will focus on using Reinforcement Learning for Adaptive Radiotherapy Treatment.

Fields of expertise

Machine Learning

Deep Learning

Reinforcement Learning

Work experience

  • 2021-2022: Software developer at Neliota (ESA project),
          National Observatory of Athens, Greece

  • 2020-: Member of Speech and Language Processing Group, NTUA, Greeece

  • 2018-2019: Chairperson, IEEE NTUA, Student Branch, Greece 

  • 2016-2021:  Bsc and Msc in Electrical and Computer Engineering, NTUA, Athens, Greece

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