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Steffen Illium
AI Researcher & Data Scientist
PHD Student @ LMU Munich

Grab my CV here

Working at a university encompasses a broad spectrum of roles including teaching theoretical courses, guiding practical sessions, and contributing as both a speaker and organizer for lectures. For further insights into my academic contributions, explore my teaching and research pages.

My involvement in projects often entailed collaboration with industry partners, where I delved into audio signal processing and honed my skills in training deep neural networks for analyzing sequences and image data. My final year presented a unique opportunity to investigate multi-agent reinforcement learning, focusing on safety and emergent phenomena within integrated industrial settings. This experience, combined with my personal interests, laid the groundwork for the publications I’ve had the privilege to contribute to and the diverse skill set I’ve developed over time.

Additionally, my colleagues and I pursued what we affectionately termed as ‘hobbies’, which led to my role as the lead organizer of the open-source conference. My journey continued as I assumed responsibility for the editorial office of our online magazine, further broadening my professional experience and introducing me to a variety of roles and tools beyond my initial expectations.

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++

Publications:

Scholar

arXiv

R-Gate

ORCiD

LMU

Semantic

Thank you for coming here :wave: