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<div class="table-right">
|![logo](\assets\images\longshot.jpg){: style="margin:0em; padding:0em; width:10em"}|
|:--:|
| **Steffen Illium**<br>*AI Researcher & Data Scientist*<br>*PHD Student @ LMU Munich*<br>*Living in Augsburg*|
</div>
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](teaching) and [research](research) topics.
Working on [projects](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](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](https://openmunich.eu).
Soon thereafter, I took over the editorial office of our [online magazine](https://digitaleweltmagazin.de/).
I was fortunate to get the opportunity to work in various roles and with tools I had never imagined before.
[Grab my CV here](\assets\illium_cv_censored.pdf){: .btn .btn--success}
---
Roles:
<br>
![Teacher](https://img.shields.io/badge/Teacher-blue?style=for-the-badge&logo=microsoft-office&logoColor=white)
![Researcher](https://img.shields.io/badge/Researcher-blue?style=for-the-badge&logo=microsoft-office&logoColor=white)
![Data Scientist](https://img.shields.io/badge/Data-Scientist-blue?style=for-the-badge&logo=microsoft-office&logoColor=white)
![Machine Learning Expert](https://img.shields.io/badge/Machine_Learning-Expert-blue?style=for-the-badge&logo=microsoft-office&logoColor=white)
![System Administrator](https://img.shields.io/badge/System-Administrator-blue?style=for-the-badge&logo=microsoft-office&logoColor=white)
![Cloud Architect](https://img.shields.io/badge/Cloud-Architect-blue?style=for-the-badge&logo=microsoft-office&logoColor=white)
![Project Manager](https://img.shields.io/badge/Project-Manager-blue?style=for-the-badge&logo=microsoft-office&logoColor=white)
![Editor in Chief](https://img.shields.io/badge/Editor_in-Chief-blue?style=for-the-badge&logo=microsoft-office&logoColor=white)
Concepts:
<br>
![Machine Learning](https://img.shields.io/badge/machine_learning-orange?style=for-the-badge&logo=microsoft-office&logoColor=white)
![Classification](https://img.shields.io/badge/classification-orange?style=for-the-badge&logo=microsoft-office&logoColor=white)
![Anomaly Detection](https://img.shields.io/badge/anomaly_detection-orange?style=for-the-badge&logo=microsoft-office&logoColor=white)
![Out of Distribution Detection](https://img.shields.io/badge/OOD-orange?style=for-the-badge&logo=microsoft-office&logoColor=white)
![Reinforcement Learning](https://img.shields.io/badge/reinforcement_learning-orange?style=for-the-badge&logo=microsoft-office&logoColor=white)
![Multi-Agent RL](https://img.shields.io/badge/multi--agent_rl-orange?style=for-the-badge&logo=microsoft-office&logoColor=white)
![Emergence](https://img.shields.io/badge/emergence-orange?style=for-the-badge&logo=microsoft-office&logoColor=white)
![Industrial Safety](https://img.shields.io/badge/industrial_safety-orange?style=for-the-badge&logo=microsoft-office&logoColor=white)
Languages:
<br>
![Python](https://img.shields.io/badge/python-3670A0?style=for-the-badge&logo=python&logoColor=ffdd54)
![Markdown](https://img.shields.io/badge/Markdown-000000?style=for-the-badge&logo=markdown&logoColor=white)
![PHP](https://img.shields.io/badge/php-%23777BB4.svg?style=for-the-badge&logo=php&logoColor=white)
![LaTeX](https://img.shields.io/badge/latex-%23008080.svg?style=for-the-badge&logo=latex&logoColor=white)
![Shell Script](https://img.shields.io/badge/shell_script-%23121011.svg?style=for-the-badge&logo=gnu-bash&logoColor=white)
![Windows Terminal](https://img.shields.io/badge/Windows%20Terminal-%234D4D4D.svg?style=for-the-badge&logo=windows-terminal&logoColor=white)
![Kotlin](https://img.shields.io/badge/kotlin-%237F52FF.svg?style=for-the-badge&logo=kotlin&logoColor=white)
![JavaScript](https://img.shields.io/badge/javascript-%23323330.svg?style=for-the-badge&logo=javascript&logoColor=%23F7DF1E)
![HTML5](https://img.shields.io/badge/html5-%23E34F26.svg?style=for-the-badge&logo=html5&logoColor=white)
![CSS3](https://img.shields.io/badge/css3-%231572B6.svg?style=for-the-badge&logo=css3&logoColor=white)
![GraphQL](https://img.shields.io/badge/-GraphQL-E10098?style=for-the-badge&logo=graphql&logoColor=white)
![Spring](https://img.shields.io/badge/Spring-6DB33F?style=for-the-badge&logo=spring&logoColor=white)
PY-Libraries:
<br>
![PyTorch](https://img.shields.io/badge/PyTorch-%23EE4C2C.svg?style=for-the-badge&logo=PyTorch&logoColor=white)
![scikit-learn](https://img.shields.io/badge/scikit--learn-%23F7931E.svg?style=for-the-badge&logo=scikit-learn&logoColor=white)
![NumPy](https://img.shields.io/badge/numpy-%23013243.svg?style=for-the-badge&logo=numpy&logoColor=white)
![Matplotlib](https://img.shields.io/badge/Matplotlib-%23ffffff.svg?style=for-the-badge&logo=Matplotlib&logoColor=black)
![Pandas](https://img.shields.io/badge/pandas-%23150458.svg?style=for-the-badge&logo=pandas&logoColor=white)
![Plotly](https://img.shields.io/badge/Plotly-%233F4F75.svg?style=for-the-badge&logo=plotly&logoColor=white)
![TensorFlow](https://img.shields.io/badge/TensorFlow-%23FF6F00.svg?style=for-the-badge&logo=TensorFlow&logoColor=white)
![Keras](https://img.shields.io/badge/Keras-%23D00000.svg?style=for-the-badge&logo=Keras&logoColor=white)
Operating Sytems:
<br>
![Arch](https://img.shields.io/badge/Arch%20Linux-1793D1?logo=arch-linux&logoColor=fff&style=for-the-badge)
![Debian](https://img.shields.io/badge/Debian-D70A53?style=for-the-badge&logo=debian&logoColor=white)
![Manjaro](https://img.shields.io/badge/Manjaro-35BF5C?style=for-the-badge&logo=Manjaro&logoColor=white)
![Android](https://img.shields.io/badge/Android-3DDC84?style=for-the-badge&logo=android&logoColor=white)
![Windows](https://img.shields.io/badge/Windows-0078D6?style=for-the-badge&logo=windows&logoColor=white)
Databases:
<br>
![MongoDB](https://img.shields.io/badge/MongoDB-4EA94B?style=for-the-badge&logo=mongodb&logoColor=white)
![SQLite](https://img.shields.io/badge/SQLite-07405E?style=for-the-badge&logo=sqlite&logoColor=white)
![SUPABASE](https://img.shields.io/badge/Supabase-181818?style=for-the-badge&logo=supabase&logoColor=white)
Tools & Services:
<br>
![Git](https://img.shields.io/badge/git-%23F05033.svg?style=for-the-badge&logo=git&logoColor=white)
![Wireguard](https://img.shields.io/badge/wireguard-%2388171A.svg?style=for-the-badge&logo=wireguard&logoColor=white)
![Traefik](https://img.shields.io/badge/Traefik-red?style=for-the-badge&logo=microsoft-office&logoColor=white)
![Ansible](https://img.shields.io/badge/ansible-%231A1918.svg?style=for-the-badge&logo=ansible&logoColor=white)
![Docker](https://img.shields.io/badge/docker-%230db7ed.svg?style=for-the-badge&logo=docker&logoColor=white)
![Nginx](https://img.shields.io/badge/nginx-%23009639.svg?style=for-the-badge&logo=nginx&logoColor=white)
![Home Assistant](https://img.shields.io/badge/home%20assistant-%2341BDF5.svg?style=for-the-badge&logo=home-assistant&logoColor=white)
![Kubernetes](https://img.shields.io/badge/kubernetes-%23326ce5.svg?style=for-the-badge&logo=kubernetes&logoColor=white)
![Mosquitto](https://img.shields.io/badge/mosquitto-%233C5280.svg?style=for-the-badge&logo=eclipsemosquitto&logoColor=white)
![Rancher](https://img.shields.io/badge/rancher-%230075A8.svg?style=for-the-badge&logo=rancher&logoColor=white)
![Selenium](https://img.shields.io/badge/-selenium-%43B02A?style=for-the-badge&logo=selenium&logoColor=white)
![DigitalOcean](https://img.shields.io/badge/DigitalOcean-%230167ff.svg?style=for-the-badge&logo=digitalOcean&logoColor=white)
![Longhorn](https://img.shields.io/badge/LONGHORN-%23326ce5.svg?style=for-the-badge&logo=kubernetes&logoColor=white)
![Sealed Secrets](https://img.shields.io/badge/SEALED_SECRETS-%23326ce5.svg?style=for-the-badge&logo=kubernetes&logoColor=white)
![Google Analytics](https://img.shields.io/badge/Google%20Analytics-E37400?style=for-the-badge&logo=google%20analytics&logoColor=white)
Programs:
<br>
![Microsoft Office](https://img.shields.io/badge/Microsoft_Office-D83B01?style=for-the-badge&logo=microsoft-office&logoColor=white)
![Android Studio](https://img.shields.io/badge/Android%20Studio-3DDC84.svg?style=for-the-badge&logo=android-studio&logoColor=white)
![Visual Studio Code](https://img.shields.io/badge/Visual%20Studio%20Code-0078d7.svg?style=for-the-badge&logo=visual-studio-code&logoColor=white)
![PyCharm](https://img.shields.io/badge/pycharm-143?style=for-the-badge&logo=pycharm&logoColor=black&color=black&labelColor=green)
![PhpStorm](https://img.shields.io/badge/phpstorm-143?style=for-the-badge&logo=phpstorm&logoColor=black&color=black&labelColor=darkorchid)
![Obsidian](https://img.shields.io/badge/Obsidian-%23483699.svg?style=for-the-badge&logo=obsidian&logoColor=white)
![Notepad++](https://img.shields.io/badge/Notepad++-90E59A.svg?style=for-the-badge&logo=notepad%2b%2b&logoColor=black)
---
Publications:
<br>
<figure class="research_icons" style="max-width: 70%; text-align:center;">
<a href="https://scholar.google.de/citations?user=NODAd94AAAAJ&hl=en">
<img src="/assets/images/research/google_scholar.png" style="margin-bottom: 0em;">Scholar</a>
<a href="https://arxiv.org/a/illium_s_1">
<img src="/assets/images/research/arxiv.png" style="margin-bottom: 0em;">arXiv</a>
<a href="https://www.researchgate.net/profile/Steffen-Illium">
<img src="/assets/images/research/researchgate.png" style="margin-bottom: 0em;">R-Gate</a>
<a href="https://orcid.org/0000-0003-0021-436X" style="vertical-align:middle">
<img src="/assets/images/research/orcid.png" style="margin-bottom: 0em;">ORCiD</a>
<a href="https://www.mobile.ifi.lmu.de/team/steffen-illium/" style="vertical-align:middle">
<img src="/assets/images/research/lmu.png" style="margin-bottom: 0em;">LMU</a>
<a href="https://www.semanticscholar.org/author/Steffen-Illium/51893497" style="vertical-align:middle">
<img src="/assets/images/research/semschol.png" style="margin-bottom: 0em;">Semantic</a>
</figure>
---
Thank you for coming here :wave: