Publications
Alongside my work inside companies, I write regularly for specialist media.
An overview of what I’ve published so far, from deep technical walkthroughs to strategic and ethical guidance. All pieces are published in German.
Book Chapters
Rheinwerk Verlag · Co-author, chapter 7
Chapter 7 of this book is entirely about reinforcement learning. I explain the foundations of Q-learning, and how systems learn on their own by interacting with their environment, in a way that stays both playful and clear. Published in German.
View the bookArticles
6 pieces · from ethics to deep learning · in German
How do we build AI systems that hold up ethically as well as technically? A practical guide to developing artificial intelligence responsibly, and in a way that lasts.
Read the articleA step-by-step walkthrough: setting up and training your own generative image model in Python with PyTorch.
Read the articleThe decisions a model makes are often hard for people to follow. This piece shows how LIME (Local Interpretable Model-agnostic Explanations) breaks those decisions into something you can actually inspect.
Read the articleA hands-on introduction to machine learning through reward and punishment, showing beginners how to implement a Q-learning algorithm in Python.
Read the articleA beginner-level entry into data analysis: using structured datasets to build a first predictive model and to read the patterns it finds.
Read the articleHow do neural networks actually work? I build a basic self-learning system from the ground up and walk through the mathematical and logical principles underneath it.
Read the articleWorking together
An article, a talk, a workshop: tell me what you’re working on and let’s talk it through.