Hey,
I'm Marten
— also going by tiyn.


I'm a Master's student in Computer Science focusing on machine learning, computer vision and deep learning. I am particularly interested in human-centered AI systems that support individual autonomy rather than undermine it.

Alongside my studies, I work in applied AI research on quality assurance and cyber-physical systems.

I enjoy building clean development environments — especially lightweight Linux systems, simple tools and reproducible server setups.

Outside of work and research, I practice fencing and enjoy reading about philosophy, technology and society.

If you'd like to see what I'm working on, you can visit my GitHub or check out my personal Gitea instance, where I mirror all of my projects. I also publish datasets and AI models on my KohakuHub instance and Hugging Face whenever possible.

You can reach me via email (mail@tiyn.eu). My PGP public key (2482055F7AD1D401AE5E9047BC25CF3779526A7D) is available if you'd like to contact me securely.