Dimitrios Bellos
Senior Research Software Engineer at Rosalind Franklin Institute
Oxford, England, United Kingdom
Summary
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Senior🎓
Top SchoolDimitrios Bellos is a Senior Research Software Engineer at the Rosalind Franklin Institute with eight years’ experience applying deep learning, computer vision and image processing to Electron Microscopy and X-ray CT data. He holds a PhD in Computer Science from the University of Nottingham for work on denoising and semantic segmentation of undersampled 4D micro-CT datasets, and previously completed postdoctoral research at the University of Oxford on deep-learning sinogram interpolation to mitigate the missing-wedge problem. Proficient in Python/PyTorch, Matlab, C/C++ and Java, he builds production-ready ML pipelines that bridge academic research and practical imaging workflows. Dimitrios combines strong theoretical foundations with hands-on engineering—often optimizing models for severely undersampled, noisy tomographic data—a niche expertise that accelerates high-resolution scientific imaging.
8 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of NottinghamMaster of Science - MS, Electrical and Computer Engineering, Master of Science - MS, Electrical and Computer Engineering at Aristotle University of Thessaloniki (AUTH)Senior High School, Senior High School at 1st Lyceum of Stavroupoli, Thessaloniki
English, Greek
Github Skills (53)
forge10
microscopy8
regularization8
conda8
astra8
tomography7
image-processing7
euler7
image-reconstruction7
robust7
ssa7
nvidia7
matlab7
slice6
conda-forge6
Programming languages (7)
Github contributions (5)
DimitriosBellos/UDNN
Jun 2018 - Feb 2022
Contributions:6 releases, 11 pushes, 8 tags in 3 years 8 months
DimitriosBellos/Stacked-DenseDenSeg
Apr 2019 - Feb 2022
Contributions:11 releases, 18 pushes, 1 branch in 2 years 10 months
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