Hazem Ahmed
PhD Candidate
Rotterdam, South Holland, Netherlands
Summary
👤
Senior🎓
Top SchoolHazem Ahmed is a PhD candidate at Erasmus MC with a decade of experience applying deep learning to high-stakes problems, currently optimizing radiotherapy treatment planning and designing robust uncertainty and outlier-detection pipelines for large-scale DICOM datasets. Previously he improved production ML for semiconductor lithography at Siemens EDA, bridging research and engineering by integrating TensorFlow models into C++ systems and building Optuna-based hyperparameter frameworks. He is the creator of practical open-source projects like GSK-opt/GSK-RL and Neural Knapsack, reflecting a rare blend of ML research, optimization, and reinforcement-learning expertise. Comfortable across the full ML lifecycle, Hazem automates experimentation, scales pipelines for 1,000+ patients, and collaborates closely with clinicians to translate models into clinical workflows.
10 years of coding experience
1 year of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at Alexandria UniversityDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Erasmus University Rotterdam
English, Arabic
Github Skills (23)
python8
machine-learning8
pytorch8
data-science7
tensorflow7
deep-learning7
neural-network5
differential-evolution5
genetic-algorithm5
swarm-intelligence4
meta4
particle-swarm-optimization4
jax4
metaheuristics3
optimization-methods3
Programming languages (2)
Github contributions (5)
ha2emnomer/GSKPy
Mar 2021 - Mar 2022
Contributions:12 commits, 9 pushes, 4 branches in 1 year
ha2emnomer/ha2emnomer.github.io
Jan 2016 - Nov 2024
Contributions:19 pushes, 1 branch in 8 years 11 months
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