Dimitrios Mallis
Postdoctoral Researcher at SnT, Interdisciplinary Centre for Security, Reliability and Trust
Luxembourg
Summary
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Senior🎓
Top SchoolDimitrios Mallis is a Postdoctoral Researcher at the University of Luxembourg’s SnT, specializing in 3D vision and CAD reverse engineering with a focus on recovering construction history and design intent from 3D scans and 2D sketches. He holds a PhD in Computer Vision from the University of Nottingham, where he advanced self- and semi-supervised methods for landmark detection and human pose estimation. Prior roles include research at Samsung AI Cambridge and engineering positions applying deep learning at Taboola and DeepLab for large-scale recommendation systems, demonstrating a rare blend of foundational research and production ML experience. With eight years in industry and academia, he couples rigorous domain adaptation expertise with practical deployment know-how across computer vision and recommender systems. Colleagues value his ability to translate ambiguous design artifacts into structured CAD insights, and he is actively exploring vision-language models to make design more interactive and assistive.
9 years of coding experience
3 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Vision, Doctor of Philosophy - PhD, Computer Vision at University of NottinghamEngineer’s Degree, Electrical and Electronics and Computer Engineering, Engineer’s Degree, Electrical and Electronics and Computer Engineering at Dimokrition Panepistimion Thrakis
English, Greek
Github Skills (8)
contrastive-learning8
unsupervised-learning7
pre-trained-model6
pytorch3
cad2
data-augmentation2
slack-bot2
computer-vision1
Programming languages (3)
Github contributions (5)
dimitrismallis/UnsupervisedLandmarks
Oct 2020 - Jul 2021
Code and pretrained models for paper "Unsupervised Learning of Object Landmarks via Self-Training Correspondence", Neural Information Processing Systems (NeurIPS), 2020.
Contributions:12 commits, 14 pushes, 3 branches in 8 months
pre-trained-modelunsupervised-learning
dimitrismallis/KeypointsToLandmarks
May 2022 - Nov 2022
Contributions:15 commits, 17 pushes, 1 branch in 6 months
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