Nils Lehmann

I am currently a PhD Student at the Technical University of Munich (TUM), supervised by Prof. Jonathan Bamber and Prof. Xiaoxiang Zhu, specializing in generative modeling and uncertainty quantification for Earth observation applications. I have experience in processing terabyte-scale satellite datasets, developing foundation models for remote sensing, and creating machine learning-ready Earth system data products. More broadly my interests lie in generative modeling for Earth Observational data and building data-driven systems to tackle hard and relevant EO problems that benefit society. I am also very passionate about open-source software and a maintainer of TorchGeo and author of Lighting-UQ-Box. In a past life, I played NCAA Division II basketball.