Christos Ferles
Laboratory Teaching Staff
Athens, Attica, Greece
Summary
👤
Senior🎓
Top SchoolChristos Ferles is a laboratory teaching staff and researcher with eight years of professional experience and a PhD-level background in machine learning and AI, currently focused on hybridizing deep learning with unsupervised models for radar signal pattern recognition and human gene/cell analysis. He has led applied projects from concept to embedded prototype—most notably a real-time, non-intrusive sleep-apnea screening device—and has driven research on self-organizing convolutional maps that cluster unlabeled image data. His work spans deep learning (CNNs, autoencoders), self-organizing maps, HMMs and neuro-fuzzy systems, and includes postdoctoral applied research on cancer detection from gene expression. Based in Athens, he combines academic publication track record with hands-on embedded and biomedical ML development, and has a history of translating theoretical methods into practical diagnostic tools. An uncommon strength is his cross-domain fluency: blending signal-processing expertise for radar with genomics-informed ML for medical diagnostics.
9 years of coding experience
11 years of employment as a software developer
Postdoctoral Research in Scientific Computing, Informatics and Visualization, field of study: Machine Learning and Artificial Intelligence, Postdoctoral Research in Scientific Computing, Informatics and Visualization, field of study: Machine Learning and Artificial Intelligence at University of Cape TownPh.D. in Information Technology and Computer Science, field of study: Machine Learning and Artificial Intelligence, Ph.D. in Information Technology and Computer Science, field of study: Machine Learning and Artificial Intelligence at National Technical University of Athens
Github Skills (20)
python9
machine-learning9
gpu9
deep-learning9
numpy8
tensor8
neural-network8
autograd7
gpu-acceleration7
gtk5
convolutional-neural-networks4
sublime-text-plugin4
tensorflow3
adversarial-attacks3
journal3
Programming languages (4)
Github contributions (5)
AlexandrosFerles/Is-Out-of-Distribution-Detection-Solved
May 2020 - Nov 2021
Contributions:1375 commits, 8 PRs, 171 pushes in 1 year 6 months
AlexandrosFerles/Swedish-Language-Automatic-Speech-Recognition-DeepSpeech
Feb 2019 - Sep 2020
A TensorFlow implementation of Baidu's DeepSpeech architecture
Contributions:17 commits, 17 pushes in 1 year 7 months
tensorflow
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