Marcel Gutsche, PhD

Physics PhD | Data & Validation at Wayve

I work on ground truth for computer vision. My background in physics taught me to live with uncertainty, and to see it not as an error but as information. The hardest problems are rarely about finding the exact value, but about understanding where uncertainty comes from and how to manage it.

I care less about making models smarter and more about making them honest: systems that make their assumptions visible and stay silent when the data has nothing clear to say.