website/about.md
2024-11-10 12:17:02 +01:00

11 KiB

layout, author_profile, title, canonical_url, permalink
layout author_profile title canonical_url permalink
single false about me https://steffenillium.de /about
logo{: style="margin:0em; padding:0em; width:10em"}
Steffen Illium
AI Researcher & Data Scientist
PHD Student @ LMU Munich
Living in Augsburg

Working at a university means being a teacher in theoretical classes, an advisor in practical classes, a speaker and an organizer for lectures. In the respective pages, you can learn more about my teaching and research topics.

Working on projects on behalf of or together with industry partners was another task. Here I learned, e.g. about audio signal processing and training of deep neural networks in the context of sequences and image data. In my final year, I was given the opportunity to study multi-agent reinforcement learning in the context of safety and emergent phenomena in fused industrial environments. Together with my personal interests, this formed the basis for the publications we were fortunate enough to work on, as well as the skills I aquired over the course of time.

Furthermore, my colleagues and I worked on what we called 'hobbies', which led me to being the head organizer of an open-source conference. Soon thereafter, I took over the editorial office of our online magazine. I was fortunate to get the opportunity to work in various roles and with tools I had never imagined before.


Roles:
Teacher Researcher Data Scientist Machine Learning Expert System Administrator Cloud Architect Project Manager Editor in Chief

Concepts:
Machine Learning Classification Anomaly Detection Out of Distribution Detection Reinforcement Learning Multi-Agent RL Emergence Industrial Safety

Languages:
Python Markdown PHP LaTeX Shell Script Windows Terminal Kotlin JavaScript HTML5 CSS3 GraphQL Spring

PY-Libraries:
PyTorch scikit-learn NumPy Matplotlib Pandas Plotly TensorFlow Keras

Operating Sytems:
Arch Debian Manjaro Android Windows

Databases:
MongoDB SQLite SUPABASE

Tools & Services:
Git Wireguard Traefik Ansible Docker Nginx Home Assistant Kubernetes Mosquitto Rancher Selenium DigitalOcean Longhorn Sealed Secrets Google Analytics

Programs:
Microsoft Office Android Studio Visual Studio Code PyCharm PhpStorm Obsidian Notepad++

Thank you for coming here 👋


Publications:

Scholar arXiv R-Gate ORCiD LMU Semantic