I build tools and data-driven systems, currently focused on software architecture and ML pipelines.
-
🔭 I’m currently working on ByteCop: A platform where users learn AI through real failure modes
-
🌱 I’m currently exploring AI safety and mechanistic interpretability.
Most of my repositories reflect things I built to understand systems better. If something looks rough, it's probably because I'm still learning from it.
TheAlgorithms / Python Merged
- Implemented a numerical Laplace transform algorithm in the
maths/directory. - Used an exponential kernel with the trapezoidal rule, backed by full doctests.
- View the contribution: Pull Request #14602
Based in Germany.


