Welcome to my website!
Hi, I am Jens and this is my website. Here, I share topics I’m passionate about, ranging from mathematics and machine learning to futuristic speculations.
A few words on my background and interests: I pursued and earned two master’s degrees — one in mathematics and the other in computer science. Beyond that, my curiosity led me to explore and study diverse fields, including psychology. During my time at Heidelberg University, I conducted research in machine learning, focusing on challenges related to distribution shifts. My work addressed broad questions like “How can we make reliable predictions when circumstances change?” (robustness, domain generalization) and “How can we detect when shifts and failures occur?” (OOD detection, failure detection, selective classification). I’ve published papers on these topics and completed my PhD in the process.
Currently, I work as a Data Scientist at Diamant Software, primarily focusing on Natural Language Processing (NLP) tasks.