PhD Student @ IML
Working on failure detection, uncertainty and active learning.

Project Manager for the Helmholtz Transfer Academy "Future Innovators". Interested in anything that can solve problems. Trying to unlock the potential of scientific development to also solve short-term problems of the real-world.

Deep learning applications and service support

Combining Physics, Medicine, Computational Science, Computer Science, Data Science, sometimes also Applied Math for improving Radiotherapy of Cancer Patients

CT image extrapolation

I am a deep learning researcher with experience in:
- Self Supervised Learning
- Active Learning
- Supervised Learning
- Generative modeling

For:
- Representation learning
- Denoising
- Resolution enhancement
- Classification
- Semantic segmentation
- Instance segmentation

Applied …

Organizatorial

PhD student @ IML
working on Active Learning and the low label data regime, to bring benefits of Deep Learning to a broader audience of users.