I'm a Senior Data Scientist & Researcher working on machine learning, dynamical systems and applied AI.

Most of my work is around interpretable models, scientific machine learning, graph-based methods and industrial ML applications. I also like building small tools when I run into a problem that annoys me enough.

• Interpretable and data-driven models for dynamical systems
• Graph Neural Networks for mobility applications
• Predictive and Prescriptive Maintenance
• Reproducible ML experiments and research software

A Julia framework for discovering interpretable ODE systems from time-series data.

The project focuses on incremental model growth, reproducible experiments and the question of how much model complexity is actually necessary.

A local personal AI assistant with persistent memory, structured data and multiple domain-specific agents.

Built with Next.js, TypeScript, SQLite and LLM APIs.

A small keyboard-driven tool for cutting and categorizing handball video scenes.

Built because manually cutting match footage is annoying.

Interpretable ML · Dynamical Systems · Scientific ML · Graph Neural Networks · Predictive Maintenance · Explainable AI

Python · Julia · PyTorch · PyTorch Geometric · TypeScript · SQL · Docker · Kubernetes