Hi! I'm a research assistant at Helmholtz Munich (AIDOS lab), ex-Celonis software engineer, B. Sc. Informatics student at TUM and minoring in Computational Neuroscience (courses of M. Sc. Computational Neuroscience at LMU Graduate School of Systemic Neurosciences).
I would love to play Mario Kart via my brain, which is why I am one of the founding members of neuroTUM. I am interested in representation learning for (read: including, but not limited to) EEG data. I believe that self-supervised pre-training of some form and subsequent fine-tuning will ultimately lead to useful motor-imagery classification algorithms.
Besides motor-imagery classification, I am interested in creating agents that go beyond current language models and are able to reason and plan like biological intelligence. I am also interested in incorporating topological, geometric as well as physical constraints into learning algorithms. To be specific, I would love to create impactful learning algorithms that can be used throughout the drug-discovery process.
I have linkedin, twitter, and an unmaintained blog.