"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.