Hi, I'm Steffen

AI Consultant & Researcher with a PhD in Computer Science.

About

I am a Machine Learning expert who builds bridges between raw data and impactful results. With 7+ years of experience and many publications, my focus is on developing models for computer vision and sequential data. My expertise is twofold: I love diving deep into theoretical research, but my true passion lies in translating complex concepts into practical, scalable solutions. This is why I am deeply invested in DevOps and automation, so that I can ensure safe, reliable and efficient operations in production.

Skills

Machine Learning & Research

Deep Learning
Reinforcement Learning
Multi-Agent RL
Emergence
Geoinformatics
Data Augmentation
Classification
Segmentation
Anomaly Detection
OOD Detection
Industrial Safety (AI)

Programming, Languages & Libraries

Python
PyTorch
NumPy
Pandas
Scikit-learn
Kotlin
JavaScript
Tailwinds
SQL/NoSQL
Shell Script
HTML5/CSS3
LaTeX

DevOps & Backend Engineering

Docker (Swarm)
Kubernetes
Nginx
Traefik
FastAPI
Linux
Git
Contact

Get in Touch

Want to collaborate or have a question?
I'd love to hear from you.