Website overhaul
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about.md
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about.md
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# Feel free to add content and custom Front Matter to this file.
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# To modify the layout, see https://jekyllrb.com/docs/themes/#overriding-theme-defaults
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layout: single
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author_profile: false
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title: "about me"
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canonical_url: "https://steffenillium.de"
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title: "About Me"
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canonical_url: "https://steffenillium.de/about/"
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permalink: "/about/"
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---
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<div style="text-align: center;border-collapse: collapse; border: none;" class="table-right">
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|{: style="margin:0em; padding:0em; width:10em"}|
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| **Steffen Illium**<br>*AI Researcher & Data Scientist*<br>*PHD Student @ LMU Munich*|
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| **Steffen Illium**<br>*AI Consultant & Data Scientist*|
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[Grab my CV here](\assets\illium_cv_censored.pdf){: .btn .btn--success}
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</div>
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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](/teaching) and [research](/research) pages.
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My academic and professional path reflects a deep-seated interest in transforming data into actionable insights, beginning with a foundation in Geography (BSc, JGU Mainz) and Geo-Informatics (MSc, University of Augsburg), and culminating in a PhD in Computer Science from LMU Munich (summa cum laude). During my doctoral studies and subsequent research assistant role at LMU (2018-2023), I focused on advancing machine learning models for sequential data, self-learning systems, and contributing to foundational research in neural network applications.
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My involvement in [projects](/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](/publications) I've had the privilege to contribute to and the diverse skill set I've developed over time.
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My research frequently involved collaborations with industry partners on projects such as "ErLoWa" (leak detection in water networks) and "AI-Fusion" (emergent dysfunction detection in MA-RL), providing extensive experience in areas like audio signal processing, deep learning for sequence and image analysis, and multi-agent reinforcement learning (MARL), particularly concerning safety and emergence in industrial contexts. This blend of theoretical research and practical application forms the basis of my [publications](/publications) and [research](/research) activities.
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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](https://openmunich.eu). My journey continued as I assumed responsibility for the editorial office of our [online magazine](https://digitaleweltmagazin.de/), further broadening my professional experience and introducing me to a variety of roles and tools beyond my initial expectations.
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Beyond core research, I have actively engaged in teaching and academic service. My experience includes lecturing, supervising practical courses (e.g., iOS, Android development), managing seminars (IMAPS), leading Python crash courses, and mentoring numerous Bachelor's (20) and Master's (9) theses. Details can be found on the [teaching](/teaching) page.
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Additionally, I have embraced leadership and organizational roles within the academic community. I served as the lead organizer for the [OpenMunich conference](https://openmunich.eu) (2018-2019) and headed the editorial team for the ["DIGITALE WELT Magazin"](https://digitaleweltmagazin.de/) (2018-2023), broadening my experience in project management, communication, and community building.
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---
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Roles:
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### Research Profiles
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<br>
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Concepts:
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<br>
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Languages:
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<br>
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PY-Libraries:
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<br>
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Operating Sytems:
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<br>
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Databases:
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<br>
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Tools & Services:
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<br>
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Programs:
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<br>
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---
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Publications:
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<br>
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<figure class="research_icons" style="max-width: 70%; text-align:center;">
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<a href="https://scholar.google.de/citations?user=NODAd94AAAAJ&hl=en">
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@ -144,4 +51,81 @@ Publications:
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---
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Thank you for coming here :wave:
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### Core Competencies & Technical Skills
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**Roles & Expertise:**
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<br>
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**Concepts & Methodologies:**
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<br>
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-orange?style=for-the-badge)
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**Programming Languages:**
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<br>
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**Libraries & Frameworks (Python Focus):**
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<br>
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**Systems & DevOps:**
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<br>
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-FCC624?style=for-the-badge&logo=linux&logoColor=black)
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-%230db7ed.svg?style=for-the-badge&logo=docker&logoColor=white)
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**Databases:**
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**Tools & Software:**
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---
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Thank you for your interest in my profile.
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