Burhan Hussein
Research And Development Engineer at Hera-MI
Rennes, Brittany, France
Summary
👤
Senior🎓
Top SchoolBurhan Hussein is an R&D engineer with a decade of hands-on experience in AI and medical imaging, currently building production-grade deep learning pipelines for mammography at Hera-MI. He combines research rigour from a PhD and postdoc—where he developed novel MS lesion segmentation methods—with practical engineering skills in TensorFlow/PyTorch, Docker, MLflow and GitLab CI to deliver reproducible, auditable solutions. At Hera-MI he has driven multitask and multimodal models that boosted internal ROC AUC from ~0.84 to ~0.93 and implemented Bayesian post-processing that cut false positives by 30% with minimal sensitivity loss. Comfortable across the full ML lifecycle, he pairs dataset curation and failure-mode augmentation with principled evaluation for imbalanced clinical data. Based in Rennes, he brings a cross-disciplinary mindset—bridging academia, industry and clinical collaborators—and a continual-learning ethos evident from diverse projects ranging from herbarium digitization to banking systems.
10 years of coding experience
6 years of employment as a software developer
Bachelor of Science Computer Science, Computer Software Engineering, upper second class, Bachelor of Science Computer Science, Computer Software Engineering, upper second class at ruaha catholic universityArtificial Intelligence, Completed, Artificial Intelligence, Completed at CourseraMaster in computing and information system, Computer Science, Master in computing and information system, Computer Science at Universiti Teknologi BruneiDoctor of Philosophy - PhD, Computer Science, Awarded, Doctor of Philosophy - PhD, Computer Science, Awarded at Universiti Brunei Darussalam
English, Arabic, Swahili, French
Github Skills (59)
yolov510
pytorch10
ios10
python10
machine-learning10
onnx10
coreml10
yolov810
mask-rcnn10
keras10
mask10
deep-learning10
instance-segmentation10
tensorflow10
segmentation10
Programming languages (5)
Github contributions (5)
burhr2/ubd-herbarium-repository
Feb 2021 - Jul 2021
Contributions:40 commits, 39 pushes, 1 branch in 4 months
burhr2/primu_nnUNet
Apr 2023 - Nov 2023
Primus version of nnUNet
Contributions:4 pushes, 1 branch in 7 months
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