"The future is already here — it's just not very evenly distributed"
- William Gibson -
I am interested in the effective and safe integration of AI into society. I primarily explore this goal through deep generative models, agentic systems, synthetic data and representation learning. A core research question of interest is:
"How does machine intelligence differ from human intelligence?"
My past research predominantly focused on unsupervised (deep) generative modeling with a special interest in methods exploring (non-trivial) manifold learning.