Emadeldeen Eldele
Research Scientist at A*STAR - Agency for Science, Technology and Research
Singapore, Singapore
Summary
👤
Senior🎓
Top SchoolEmadeldeen Eldele is a research scientist based in Singapore with 8 years of experience translating deep learning research into robust, real-world deployments. He holds a PhD from Nanyang Technological University focused on time series representation learning and now applies that expertise at A*STAR, where he leads and mentors teams on large-scale projects. Proficient in Python and PyTorch, he combines rigorous academic publishing with hands-on model design and implementation for applied problems. He has a track record of guiding students as a teaching assistant and emphasizes practical, production-ready solutions that bridge theory and deployment. A detail that sets him apart is his focus on making time-series representation methods resilient in noisy, operational environments rather than purely academic benchmarks.
8 years of coding experience
Doctor of Philosophy - PhD, Time series representation learning, Doctor of Philosophy - PhD, Time series representation learning at Nanyang Technological University Singapore
Github Skills (53)
representation-learning10
pytorch10
python10
temporal10
machine-learning10
representations10
unsupervised-learning10
deep-learning10
transfer-learning10
adaptation10
human-activity-recognition10
contrastive-learning10
data-science9
render9
convolutional-neural-networks9
Programming languages (3)
Github contributions (5)
emadeldeen24/sleep-stage-classification-papers
Oct 2020 - Sep 2022
Contributions:21 commits, 20 pushes, 1 branch in 1 year 11 months
emadeldeen24/face-anti-spoofing
Mar 2019 - Jun 2021
Contributions:7 commits, 7 pushes, 1 branch in 2 years 3 months
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