PhD Researcher - Universitatsklinikum Erlangen
Developing AI models for virtual contrast enhancement in breast MRI while building toward scalable Kubernetes-based ML workflows.
Medical Deep Learning Researcher | Kubernetes / MLOps
PhD Researcher and Kubernetes application developer at Universitatsklinikum Erlangen, with a Medical Engineering background from FAU Erlangen-Nurnberg.
I work on virtual contrast enhancement in breast MRI, medical image data workflows, and scalable systems for reliable AI research.
Experience
Developing AI models for virtual contrast enhancement in breast MRI while building toward scalable Kubernetes-based ML workflows.
Automated XNAT image data workflows, maintained metadata extraction for REDCap, tested research code, and built a 3D Slicer plugin.
Installed, maintained, and troubleshot CT and MRI systems across Philips, Cyrix Healthcare, and GE Healthcare channel partner roles.
Worked on deep learning for biomedical applications, including a machine learning GUI for cardiovascular risk prediction.
Skills
Deep Learning
Medical Imaging
Kubernetes
XNAT / REDCap Workflows
Testing Practices
CT / MRI Systems