Hazem Ahmed
Research Engineer at Cambridge University Press & Assessment
Alexandria, Alexandria, United Kingdom
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.
11 years of coding experience
3 years 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 (14)
python7
data-science7
pytorch7
machine-learning7
deep-learning6
tensorflow6
jax5
genetic-algorithm5
differential-evolution4
particle-swarm-optimization4
metaheuristics3
algorithms3
algorithmic-trading2
swarm-intelligence2
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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