Markus Marks

I am a postdoctoral scholar in the Vision Group at Caltech, working with Pietro Perona. I specialize in developing machine learning algorithms to enhance scientific discovery in biology and medicine. Leveraging large-scale models and self-supervision, I address the challenges of managing and interpreting the rapidly growing volume of (biomedical) data. My work focuses on reducing human effort in data annotation, minimizing bias, revealing hidden patterns in biomedical data, and developing new methods along the way.

Previously, I finished my Ph.D. at ETH Zurich, where I worked with Mehmet Yanik along with Valerio Mante, Angelika Steger, and Benjamin Grewe on my advisory committee.