working on Publications

Gemfile.lock

@@ -0,0 +1,253 @@
+GEM
+  remote: https://rubygems.org/
+  specs:
+    activesupport (8.0.2)
+      base64
+      benchmark (>= 0.3)
+      bigdecimal
+      concurrent-ruby (~> 1.0, >= 1.3.1)
+      connection_pool (>= 2.2.5)
+      drb
+      i18n (>= 1.6, < 2)
+      logger (>= 1.4.2)
+      minitest (>= 5.1)
+      securerandom (>= 0.3)
+      tzinfo (~> 2.0, >= 2.0.5)
+      uri (>= 0.13.1)
+    addressable (2.8.7)
+      public_suffix (>= 2.0.2, < 7.0)
+    base64 (0.2.0)
+    benchmark (0.4.0)
+    bibtex-ruby (6.1.0)
+      latex-decode (~> 0.0)
+      racc (~> 1.7)
+    bigdecimal (3.1.9)
+    citeproc (1.1.0)
+      date
+      forwardable
+      json
+      namae (~> 1.0)
+      observer (< 1.0)
+      open-uri (< 1.0)
+    citeproc-ruby (1.1.14)
+      citeproc (~> 1.0, >= 1.0.9)
+      csl (~> 1.6)
+    colorator (1.1.0)
+    concurrent-ruby (1.3.5)
+    connection_pool (2.5.0)
+    csl (1.6.0)
+      namae (~> 1.0)
+      rexml
+    csl-styles (1.0.1.11)
+      csl (~> 1.0)
+    csv (3.3.3)
+    date (3.4.1)
+    drb (2.2.1)
+    em-websocket (0.5.3)
+      eventmachine (>= 0.12.9)
+      http_parser.rb (~> 0)
+    eventmachine (1.2.7)
+    faraday (2.12.2)
+      faraday-net_http (>= 2.0, < 3.5)
+      json
+      logger
+    faraday-net_http (3.4.0)
+      net-http (>= 0.5.0)
+    ffi (1.17.1-aarch64-linux-gnu)
+    ffi (1.17.1-aarch64-linux-musl)
+    ffi (1.17.1-arm-linux-gnu)
+    ffi (1.17.1-arm-linux-musl)
+    ffi (1.17.1-arm64-darwin)
+    ffi (1.17.1-x86_64-darwin)
+    ffi (1.17.1-x86_64-linux-gnu)
+    ffi (1.17.1-x86_64-linux-musl)
+    forwardable (1.3.3)
+    forwardable-extended (2.6.0)
+    gemoji (4.1.0)
+    google-protobuf (4.30.1)
+      bigdecimal
+      rake (>= 13)
+    google-protobuf (4.30.1-aarch64-linux)
+      bigdecimal
+      rake (>= 13)
+    google-protobuf (4.30.1-arm64-darwin)
+      bigdecimal
+      rake (>= 13)
+    google-protobuf (4.30.1-x86_64-darwin)
+      bigdecimal
+      rake (>= 13)
+    google-protobuf (4.30.1-x86_64-linux)
+      bigdecimal
+      rake (>= 13)
+    html-pipeline (2.14.3)
+      activesupport (>= 2)
+      nokogiri (>= 1.4)
+    http_parser.rb (0.8.0)
+    i18n (1.14.7)
+      concurrent-ruby (~> 1.0)
+    jekyll (4.4.1)
+      addressable (~> 2.4)
+      base64 (~> 0.2)
+      colorator (~> 1.0)
+      csv (~> 3.0)
+      em-websocket (~> 0.5)
+      i18n (~> 1.0)
+      jekyll-sass-converter (>= 2.0, < 4.0)
+      jekyll-watch (~> 2.0)
+      json (~> 2.6)
+      kramdown (~> 2.3, >= 2.3.1)
+      kramdown-parser-gfm (~> 1.0)
+      liquid (~> 4.0)
+      mercenary (~> 0.3, >= 0.3.6)
+      pathutil (~> 0.9)
+      rouge (>= 3.0, < 5.0)
+      safe_yaml (~> 1.0)
+      terminal-table (>= 1.8, < 4.0)
+      webrick (~> 1.7)
+    jekyll-archives (2.3.0)
+      jekyll (>= 3.6, < 5.0)
+    jekyll-data (1.1.1)
+      jekyll (>= 3.3, < 5.0.0)
+    jekyll-feed (0.17.0)
+      jekyll (>= 3.7, < 5.0)
+    jekyll-gist (1.5.0)
+      octokit (~> 4.2)
+    jekyll-include-cache (0.2.1)
+      jekyll (>= 3.7, < 5.0)
+    jekyll-paginate (1.1.0)
+    jekyll-sass-converter (3.1.0)
+      sass-embedded (~> 1.75)
+    jekyll-scholar (7.1.3)
+      bibtex-ruby (~> 6.0)
+      citeproc-ruby (~> 1.0)
+      csl-styles (~> 1.0)
+      jekyll (~> 4.0)
+    jekyll-sitemap (1.4.0)
+      jekyll (>= 3.7, < 5.0)
+    jekyll-watch (2.2.1)
+      listen (~> 3.0)
+    jekyll-webp (1.0.0)
+    jemoji (0.13.0)
+      gemoji (>= 3, < 5)
+      html-pipeline (~> 2.2)
+      jekyll (>= 3.0, < 5.0)
+    json (2.10.2)
+    kramdown (2.5.1)
+      rexml (>= 3.3.9)
+    kramdown-parser-gfm (1.1.0)
+      kramdown (~> 2.0)
+    latex-decode (0.4.0)
+    liquid (4.0.4)
+    listen (3.9.0)
+      rb-fsevent (~> 0.10, >= 0.10.3)
+      rb-inotify (~> 0.9, >= 0.9.10)
+    logger (1.6.6)
+    mercenary (0.4.0)
+    minimal-mistakes-jekyll (4.26.2)
+      jekyll (>= 3.7, < 5.0)
+      jekyll-feed (~> 0.1)
+      jekyll-gist (~> 1.5)
+      jekyll-include-cache (~> 0.1)
+      jekyll-paginate (~> 1.1)
+      jekyll-sitemap (~> 1.3)
+    minitest (5.25.5)
+    namae (1.2.0)
+      racc (~> 1.7)
+    net-http (0.6.0)
+      uri
+    nokogiri (1.18.5-aarch64-linux-gnu)
+      racc (~> 1.4)
+    nokogiri (1.18.5-aarch64-linux-musl)
+      racc (~> 1.4)
+    nokogiri (1.18.5-arm-linux-gnu)
+      racc (~> 1.4)
+    nokogiri (1.18.5-arm-linux-musl)
+      racc (~> 1.4)
+    nokogiri (1.18.5-arm64-darwin)
+      racc (~> 1.4)
+    nokogiri (1.18.5-x86_64-darwin)
+      racc (~> 1.4)
+    nokogiri (1.18.5-x86_64-linux-gnu)
+      racc (~> 1.4)
+    nokogiri (1.18.5-x86_64-linux-musl)
+      racc (~> 1.4)
+    observer (0.1.2)
+    octokit (4.25.1)
+      faraday (>= 1, < 3)
+      sawyer (~> 0.9)
+    open-uri (0.5.0)
+      stringio
+      time
+      uri
+    pathutil (0.16.2)
+      forwardable-extended (~> 2.6)
+    public_suffix (6.0.1)
+    racc (1.8.1)
+    rake (13.2.1)
+    rb-fsevent (0.11.2)
+    rb-inotify (0.11.1)
+      ffi (~> 1.0)
+    rexml (3.4.1)
+    rouge (4.5.1)
+    safe_yaml (1.0.5)
+    sass-embedded (1.86.0-aarch64-linux-gnu)
+      google-protobuf (~> 4.30)
+    sass-embedded (1.86.0-aarch64-linux-musl)
+      google-protobuf (~> 4.30)
+    sass-embedded (1.86.0-arm-linux-gnueabihf)
+      google-protobuf (~> 4.30)
+    sass-embedded (1.86.0-arm-linux-musleabihf)
+      google-protobuf (~> 4.30)
+    sass-embedded (1.86.0-arm64-darwin)
+      google-protobuf (~> 4.30)
+    sass-embedded (1.86.0-x86_64-darwin)
+      google-protobuf (~> 4.30)
+    sass-embedded (1.86.0-x86_64-linux-gnu)
+      google-protobuf (~> 4.30)
+    sass-embedded (1.86.0-x86_64-linux-musl)
+      google-protobuf (~> 4.30)
+    sawyer (0.9.2)
+      addressable (>= 2.3.5)
+      faraday (>= 0.17.3, < 3)
+    securerandom (0.4.1)
+    stringio (3.1.5)
+    terminal-table (3.0.2)
+      unicode-display_width (>= 1.1.1, < 3)
+    time (0.4.1)
+      date
+    tzinfo (2.0.6)
+      concurrent-ruby (~> 1.0)
+    unicode-display_width (2.6.0)
+    uri (1.0.3)
+    webrick (1.9.1)
+
+PLATFORMS
+  aarch64-linux
+  aarch64-linux-gnu
+  aarch64-linux-musl
+  arm-linux-gnu
+  arm-linux-gnueabihf
+  arm-linux-musl
+  arm-linux-musleabihf
+  arm64-darwin
+  x86_64-darwin
+  x86_64-linux-gnu
+  x86_64-linux-musl
+
+DEPENDENCIES
+  http_parser.rb (~> 0.6.0)
+  jekyll
+  jekyll-archives
+  jekyll-data
+  jekyll-include-cache
+  jekyll-scholar
+  jekyll-webp
+  jemoji
+  json
+  minimal-mistakes-jekyll
+  tzinfo (>= 1, < 3)
+  tzinfo-data
+  wdm (~> 0.1.1)
+
+BUNDLED WITH
+   2.6.6

_site/404.html

@@ -0,0 +1,280 @@
+<!doctype html>
+<!--
+  Minimal Mistakes Jekyll Theme 4.27.1 by Michael Rose
+  Copyright 2013-2025 Michael Rose - mademistakes.com | @mmistakes
+  Free for personal and commercial use under the MIT license
+  https://github.com/mmistakes/minimal-mistakes/blob/master/LICENSE
+  ---
+  Modified by Steffen Illium 2023 - 2024
+  https://steffenillium.de/about
+-->
+
+<html lang="en-US" class="no-js">
+  <head>
+    <meta charset="utf-8">
+
+<!-- begin _includes/seo.html --><title>Error - Page Not Found — Steffen Illium</title>
+<meta name="description" content="Page not found. Your pixels are in another canvas.">
+
+
+  <meta name="author" content="Steffen Illium">
+  
+
+
+<meta property="og:type" content="website">
+<meta property="og:locale" content="en_US">
+<meta property="og:site_name" content="Steffen Illium">
+<meta property="og:title" content="Error - Page Not Found">
+<meta property="og:url" content="http://localhost:4000/404.html">
+
+
+  <meta property="og:description" content="Page not found. Your pixels are in another canvas.">
+
+
+
+  <meta property="og:image" content="http://localhost:4000/assets/images/newshot_2.jpg">
+
+
+
+
+
+
+
+
+
+
+<link rel="canonical" href="http://localhost:4000/404.html">
+
+
+
+
+
+
+
+  <meta name="google-site-verification" content="ZNT7_sXtFdgqBLCPLavTHWcviZRk__BNvClY8I-sFjU" />
+
+
+
+
+
+
+<!-- end _includes/seo.html -->
+
+
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+<script>
+  document.documentElement.className = document.documentElement.className.replace(/\bno-js\b/g, '') + ' js ';
+  
+</script>
+
+<!-- For all browsers -->
+<link rel="stylesheet" href="/assets/css/main.css">
+<link rel="preload" href="https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free@latest/css/all.min.css" as="style" onload="this.onload=null;this.rel='stylesheet'">
+<noscript><link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free@latest/css/all.min.css"></noscript>
+<!-- Academicons -->
+<link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/jpswalsh/academicons@1/css/academicons.min.css">
+
+
+
+    <!-- start custom head snippets -->
+
+<!-- insert favicons. use https://realfavicongenerator.net/ -->
+
+<!-- end custom head snippets -->
+
+  </head>
+
+  <body class="layout--single" dir="ltr">
+    <nav class="skip-links">
+  <ul>
+    <li><a href="#site-nav" class="screen-reader-shortcut">Skip to primary navigation</a></li>
+    <li><a href="#main" class="screen-reader-shortcut">Skip to content</a></li>
+    <li><a href="#footer" class="screen-reader-shortcut">Skip to footer</a></li>
+  </ul>
+</nav>
+
+    
+
+<div class="masthead">
+  <div class="masthead__inner-wrap">
+    <div class="masthead__menu">
+      <nav id="site-nav" class="greedy-nav">
+        
+        <a class="site-title" href="/">
+          portfolio
+          <span class="site-subtitle"></span>
+        </a>
+        <ul class="visible-links"><li class="masthead__menu-item">
+              <a
+                href="/publications"
+                
+                
+              >publications</a>
+            </li><li class="masthead__menu-item">
+              <a
+                href="/research"
+                
+                
+              >research</a>
+            </li><li class="masthead__menu-item">
+              <a
+                href="/projects"
+                
+                
+              >projects</a>
+            </li><li class="masthead__menu-item">
+              <a
+                href="/teaching"
+                
+                
+              >teaching</a>
+            </li><li class="masthead__menu-item">
+              <a
+                href="/about"
+                
+                
+              >about me</a>
+            </li></ul>
+        
+        <button class="greedy-nav__toggle hidden" type="button">
+          <span class="visually-hidden">Toggle menu</span>
+          <div class="navicon"></div>
+        </button>
+        <ul class="hidden-links hidden"></ul>
+      </nav>
+    </div>
+  </div>
+</div>
+
+
+    <div class="initial-content">
+      
+
+
+
+
+
+<div id="main" role="main">
+  
+
+
+  <article class="page" itemscope itemtype="https://schema.org/CreativeWork">
+    <meta itemprop="headline" content="Error - Page Not Found">
+    <meta itemprop="description" content="Page not found. Your pixels are in another canvas.">
+    
+    
+
+    <div class="page__inner-wrap">
+      
+        <header>
+          <h1 id="page-title" class="page__title" itemprop="headline">
+            <a href="http://localhost:4000/404.html" itemprop="url">Error - Page Not Found
+</a>
+          </h1>
+          
+
+
+        </header>
+      
+      <br>
+      <section class="page__content" itemprop="text">
+        
+        
+        <p> </p>
+
+<p> </p>
+
+<p class="text-center"><img src="/assets/images/404.jpg" alt="https://unsplash.com/photos/two-person-standing-on-gray-tile-paving-TamMbr4okv4" /></p>
+<p class="text-center">Sorry, but the page you are trying to view does not exist.</p>
+
+<p> </p>
+
+<p class="text-center"><a href="/" class="btn btn--primary">Go back</a></p>
+
+        
+      </section>
+
+      <footer class="page__meta">
+        
+        
+
+
+        
+
+      </footer>
+
+      
+
+      <!--  -->
+
+    </div>
+
+    
+  </article>
+
+  
+  
+</div>
+
+      
+    </div>
+
+    
+
+    <div id="footer" class="page__footer">
+      <footer>
+        <!-- start custom footer snippets -->
+
+<!-- end custom footer snippets -->
+        <div class="page__footer-follow">
+  <ul class="social-icons">
+    
+      <li><strong>Contact:</strong></li>
+    
+
+    
+      
+        
+          <li><a href="mailto:steffen.illium@ifi.lmu.de" rel="nofollow noopener noreferrer"><i class="fas fa-fw fa-envelope" aria-hidden="true"></i> Email</a></li>
+        
+      
+        
+          <li><a href="https://www.linkedin.com/in/steffen-illium/" rel="nofollow noopener noreferrer"><i class="fab fa-fw fa-linkedin" aria-hidden="true"></i> LinkedIn</a></li>
+        
+      
+        
+          <li><a href="https://gitea.steffenillium.de/steffen" rel="nofollow noopener noreferrer"><i class="fab fa-git-alt" aria-hidden="true"></i> Gitea</a></li>
+        
+      
+    
+
+    
+
+    <li><a href="/status/" rel="nofollow noopener noreferrer"><img src="https://uptime.steffenillium.de/api/badge/2/status" alt="System Status"></a></li>
+  
+  </ul>
+</div>
+
+<div class="page__footer-copyright">&copy; 2025 <a href="http://localhost:4000">Steffen Illium</a>. Powered by <a href="https://jekyllrb.com" rel="nofollow">Jekyll</a> &amp; <a href="https://mademistakes.com/work/jekyll-themes/minimal-mistakes/" rel="nofollow">Minimal Mistakes</a>.</div>
+
+      </footer>
+    </div>
+
+    
+  
+    <script src="/assets/js/main.min.js"></script>
+  
+    <script src="/assets/js/custom-bibtex.js"></script>
+  
+
+
+
+
+
+
+
+
+
+  </body>
+</html>

_site/about/index.html

@@ -0,0 +1,403 @@
+<!doctype html>
+<!--
+  Minimal Mistakes Jekyll Theme 4.27.1 by Michael Rose
+  Copyright 2013-2025 Michael Rose - mademistakes.com | @mmistakes
+  Free for personal and commercial use under the MIT license
+  https://github.com/mmistakes/minimal-mistakes/blob/master/LICENSE
+  ---
+  Modified by Steffen Illium 2023 - 2024
+  https://steffenillium.de/about
+-->
+
+<html lang="en-US" class="no-js">
+  <head>
+    <meta charset="utf-8">
+
+<!-- begin _includes/seo.html --><title>About Me — Steffen Illium</title>
+<meta name="description" content="Personal Website">
+
+
+  <meta name="author" content="Steffen Illium">
+  
+
+
+<meta property="og:type" content="website">
+<meta property="og:locale" content="en_US">
+<meta property="og:site_name" content="Steffen Illium">
+<meta property="og:title" content="About Me">
+<meta property="og:url" content="https://steffenillium.de/about/">
+
+
+  <meta property="og:description" content="Personal Website">
+
+
+
+  <meta property="og:image" content="http://localhost:4000/assets/images/newshot_2.jpg">
+
+
+
+
+
+
+
+
+
+
+<link rel="canonical" href="https://steffenillium.de/about/">
+
+
+
+
+
+
+
+  <meta name="google-site-verification" content="ZNT7_sXtFdgqBLCPLavTHWcviZRk__BNvClY8I-sFjU" />
+
+
+
+
+
+
+<!-- end _includes/seo.html -->
+
+
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+<script>
+  document.documentElement.className = document.documentElement.className.replace(/\bno-js\b/g, '') + ' js ';
+  
+</script>
+
+<!-- For all browsers -->
+<link rel="stylesheet" href="/assets/css/main.css">
+<link rel="preload" href="https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free@latest/css/all.min.css" as="style" onload="this.onload=null;this.rel='stylesheet'">
+<noscript><link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free@latest/css/all.min.css"></noscript>
+<!-- Academicons -->
+<link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/jpswalsh/academicons@1/css/academicons.min.css">
+
+
+
+    <!-- start custom head snippets -->
+
+<!-- insert favicons. use https://realfavicongenerator.net/ -->
+
+<!-- end custom head snippets -->
+
+  </head>
+
+  <body class="layout--single" dir="ltr">
+    <nav class="skip-links">
+  <ul>
+    <li><a href="#site-nav" class="screen-reader-shortcut">Skip to primary navigation</a></li>
+    <li><a href="#main" class="screen-reader-shortcut">Skip to content</a></li>
+    <li><a href="#footer" class="screen-reader-shortcut">Skip to footer</a></li>
+  </ul>
+</nav>
+
+    
+
+<div class="masthead">
+  <div class="masthead__inner-wrap">
+    <div class="masthead__menu">
+      <nav id="site-nav" class="greedy-nav">
+        
+        <a class="site-title" href="/">
+          portfolio
+          <span class="site-subtitle"></span>
+        </a>
+        <ul class="visible-links"><li class="masthead__menu-item">
+              <a
+                href="/publications"
+                
+                
+              >publications</a>
+            </li><li class="masthead__menu-item">
+              <a
+                href="/research"
+                
+                
+              >research</a>
+            </li><li class="masthead__menu-item">
+              <a
+                href="/projects"
+                
+                
+              >projects</a>
+            </li><li class="masthead__menu-item">
+              <a
+                href="/teaching"
+                
+                
+              >teaching</a>
+            </li><li class="masthead__menu-item">
+              <a
+                href="/about"
+                
+                
+              >about me</a>
+            </li></ul>
+        
+        <button class="greedy-nav__toggle hidden" type="button">
+          <span class="visually-hidden">Toggle menu</span>
+          <div class="navicon"></div>
+        </button>
+        <ul class="hidden-links hidden"></ul>
+      </nav>
+    </div>
+  </div>
+</div>
+
+
+    <div class="initial-content">
+      
+
+
+
+
+
+<div id="main" role="main">
+  
+
+
+  <article class="page" itemscope itemtype="https://schema.org/CreativeWork">
+    <meta itemprop="headline" content="About Me">
+    
+    
+    
+
+    <div class="page__inner-wrap">
+      
+        <header>
+          <h1 id="page-title" class="page__title" itemprop="headline">
+            <a href="http://localhost:4000/about/" itemprop="url">About Me
+</a>
+          </h1>
+          
+
+
+        </header>
+      
+      <br>
+      <section class="page__content" itemprop="text">
+        
+        
+        <div style="text-align: center;border-collapse: collapse; border: none;" class="table-right">
+
+  <table>
+    <tbody>
+      <tr>
+        <td><img src="/assets/images/newshot_2.jpg" alt="Profile Image" style="margin:0em; padding:0em; width:10em" /></td>
+      </tr>
+      <tr>
+        <td><strong>Steffen Illium</strong><br /><em>AI Consultant &amp;<br />Data Scientist</em></td>
+      </tr>
+    </tbody>
+  </table>
+
+  <p><a href="/assets/illium_cv_censored.pdf" class="btn btn--success" data-umami-event="CV Download">Grab my CV here</a></p>
+</div>
+
+<p>My career has been driven by a passion for turning data into actionable insights. This journey began with a BSc in Geography from JGU Mainz and an MSc in Geo-Informatics from the University of Augsburg, culminating in a PhD in Computer Science (summa cum laude) from LMU Munich. During my doctoral studies and subsequent role as a research assistant at LMU (2018-2023), I focused on developing machine learning models for sequential data, advancing self-learning systems, and contributing to foundational research in neural network applications.</p>
+
+<p>A significant part of my research involved collaborating with industry partners. Key projects include “ErLoWa,” focused on leak detection in water networks, and “AI-Fusion,” which dealt with detecting emergent dysfunctions in multi-agent reinforcement learning (MA-RL). These experiences provided me with extensive expertise in audio signal processing, deep learning for sequence and image analysis, and MARL, particularly concerning safety and emergence in industrial contexts. This blend of theoretical research and practical application is detailed in my <a href="/publications">publications</a> and <a href="/research">research</a> pages.</p>
+
+<p>Beyond my core research, I have actively contributed to teaching and academic service. My experience includes lecturing, supervising practical courses (such as iOS and Android development), managing seminars (IMAPS), leading Python crash courses, and mentoring numerous students through their Bachelor’s (20) and Master’s (9) theses. You can find more details on my <a href="/teaching">teaching</a> page.</p>
+
+<p>I have also embraced leadership and organizational responsibilities within the academic community. I served as the lead organizer for the <a href="https://openmunich.eu">OpenMunich conference</a> from 2018 to 2019 and headed the editorial team for <a href="https://digitaleweltmagazin.de/">“DIGITALE WELT Magazin”</a> from 2018 to 2023. These roles broadened my experience in project management, communication, and community building.</p>
+
+<hr />
+
+<h3 id="research-profiles">Research Profiles</h3>
+
+<p><br /></p>
+<figure class="research_icons" style="max-width: 70%; text-align:center;">
+
+  <p><a href="https://scholar.google.de/citations?user=NODAd94AAAAJ&amp;hl=en">
+<img src="/assets/images/research/google_scholar.png" style="margin-bottom: 0em;" />Scholar</a></p>
+
+  <p><a href="https://arxiv.org/a/illium_s_1">
+<img src="/assets/images/research/arxiv.png" style="margin-bottom: 0em;" />arXiv</a></p>
+
+  <p><a href="https://www.researchgate.net/profile/Steffen-Illium">
+<img src="/assets/images/research/researchgate.png" style="margin-bottom: 0em;" />R-Gate</a></p>
+
+  <p><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></p>
+
+  <p><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></p>
+
+  <p><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></p>
+
+</figure>
+
+<hr />
+
+<h3 id="core-competencies--technical-skills">Core Competencies &amp; Technical Skills</h3>
+
+<p><strong>Roles &amp; Expertise:</strong>
+<br />
+<img src="https://img.shields.io/badge/Teacher-blue?style=for-the-badge&amp;logo=microsoft-office&amp;logoColor=white" alt="Teacher" />
+<img src="https://img.shields.io/badge/Researcher-blue?style=for-the-badge&amp;logo=microsoft-office&amp;logoColor=white" alt="Researcher" />
+<img src="https://img.shields.io/badge/Data_Scientist-blue?style=for-the-badge&amp;logo=microsoft-office&amp;logoColor=white" alt="Data Scientist" />
+<img src="https://img.shields.io/badge/Machine_Learning_Expert-blue?style=for-the-badge&amp;logo=microsoft-office&amp;logoColor=white" alt="Machine Learning Expert" />
+<img src="https://img.shields.io/badge/AI_Consultant-blue?style=for-the-badge&amp;logo=microsoft-office&amp;logoColor=white" alt="AI Consultant" />
+<img src="https://img.shields.io/badge/System_Administrator-blue?style=for-the-badge&amp;logo=microsoft-office&amp;logoColor=white" alt="System Administrator" />
+<img src="https://img.shields.io/badge/Project_Management-blue?style=for-the-badge&amp;logo=microsoft-office&amp;logoColor=white" alt="Project Management" />
+<img src="https://img.shields.io/badge/Editor_in_Chief-blue?style=for-the-badge&amp;logo=microsoft-office&amp;logoColor=white" alt="Editor in Chief" /></p>
+
+<p><strong>Concepts &amp; Methodologies:</strong>
+<br />
+<img src="https://img.shields.io/badge/Machine_Learning-orange?style=for-the-badge" alt="Machine Learning" />
+<img src="https://img.shields.io/badge/Deep_Learning-orange?style=for-the-badge" alt="Deep Learning" />
+<img src="https://img.shields.io/badge/Data_Augmentation-orange?style=for-the-badge" alt="Data Augmentation" />
+<img src="https://img.shields.io/badge/Classification-orange?style=for-the-badge" alt="Classification" />
+<img src="https://img.shields.io/badge/Segmentation-orange?style=for-the-badge" alt="Segmentation" />
+<img src="https://img.shields.io/badge/Anomaly_Detection-orange?style=for-the-badge" alt="Anomaly Detection" />
+<img src="https://img.shields.io/badge/OOD_Detection-orange?style=for-the-badge" alt="Out-of-Distribution Detection" />
+<img src="https://img.shields.io/badge/Reinforcement_Learning-orange?style=for-the-badge" alt="Reinforcement Learning" />
+<img src="https://img.shields.io/badge/Multi_Agent_RL-orange?style=for-the-badge" alt="Multi-Agent RL" />
+<img src="https://img.shields.io/badge/Emergence-orange?style=for-the-badge" alt="Emergence" />
+<img src="https://img.shields.io/badge/Industrial_Safety_(AI)-orange?style=for-the-badge" alt="Industrial Safety (AI)" />
+<img src="https://img.shields.io/badge/Geoinformatics-orange?style=for-the-badge" alt="Geoinformatics" /></p>
+
+<p><strong>Programming Languages:</strong>
+<br />
+<img src="https://img.shields.io/badge/Python-3670A0?style=for-the-badge&amp;logo=python&amp;logoColor=ffdd54" alt="Python" />
+<img src="https://img.shields.io/badge/LaTeX-%23008080.svg?style=for-the-badge&amp;logo=latex&amp;logoColor=white" alt="LaTeX" />
+<img src="https://img.shields.io/badge/Kotlin-%237F52FF.svg?style=for-the-badge&amp;logo=kotlin&amp;logoColor=white" alt="Kotlin" />
+<img src="https://img.shields.io/badge/PHP-%23777BB4.svg?style=for-the-badge&amp;logo=php&amp;logoColor=white" alt="PHP" />
+<img src="https://img.shields.io/badge/Shell_Script-%23121011.svg?style=for-the-badge&amp;logo=gnu-bash&amp;logoColor=white" alt="Shell Script" />
+<img src="https://img.shields.io/badge/HTML5-%23E34F26.svg?style=for-the-badge&amp;logo=html5&amp;logoColor=white" alt="HTML5" />
+<img src="https://img.shields.io/badge/CSS3-%231572B6.svg?style=for-the-badge&amp;logo=css3&amp;logoColor=white" alt="CSS3" />
+<img src="https://img.shields.io/badge/Markdown-000000?style=for-the-badge&amp;logo=markdown&amp;logoColor=white" alt="Markdown" />
+<img src="https://img.shields.io/badge/JavaScript-%23323330.svg?style=for-the-badge&amp;logo=javascript&amp;logoColor=%23F7DF1E" alt="JavaScript" /></p>
+
+<p><strong>Libraries &amp; Frameworks (Python Focus):</strong>
+<br />
+<img src="https://img.shields.io/badge/PyTorch-%23EE4C2C.svg?style=for-the-badge&amp;logo=PyTorch&amp;logoColor=white" alt="PyTorch" />
+<img src="https://img.shields.io/badge/NumPy-%23013243.svg?style=for-the-badge&amp;logo=numpy&amp;logoColor=white" alt="NumPy" />
+<img src="https://img.shields.io/badge/Pandas-%23150458.svg?style=for-the-badge&amp;logo=pandas&amp;logoColor=white" alt="Pandas" />
+<img src="https://img.shields.io/badge/scikit--learn-%23F7931E.svg?style=for-the-badge&amp;logo=scikit-learn&amp;logoColor=white" alt="Scikit-learn" />
+<img src="https://img.shields.io/badge/FastAPI-005571?style=for-the-badge&amp;logo=fastapi" alt="FastAPI" />
+<img src="https://img.shields.io/badge/Matplotlib-%23ffffff.svg?style=for-the-badge&amp;logo=Matplotlib&amp;logoColor=black" alt="Matplotlib" />
+<img src="https://img.shields.io/badge/Plotly-%233F4F75.svg?style=for-the-badge&amp;logo=plotly&amp;logoColor=white" alt="Plotly" />
+<img src="https://img.shields.io/badge/Langchain-%231C3C3C.svg?style=for-the-badge&amp;logo=langchain&amp;logoColor=white" alt="Langchain" />
+<img src="https://img.shields.io/badge/MLFlow-%230096FB.svg?style=for-the-badge&amp;logo=mlflow&amp;logoColor=white" alt="MLFlow" />
+<img src="https://img.shields.io/badge/GDAL%2FOGR-%235CAE58.svg?style=for-the-badge&amp;logo=gdal&amp;logoColor=white" alt="GDAL/OGR" />
+<img src="https://img.shields.io/badge/scikit--spatial-%234A90E2.svg?style=for-the-badge&amp;logoColor=white" alt="scikit-spatial" /></p>
+
+<p><strong>Systems &amp; DevOps:</strong>
+<br />
+<img src="https://img.shields.io/badge/Linux_(Arch,_NixOS,_Debian)-FCC624?style=for-the-badge&amp;logo=linux&amp;logoColor=black" alt="Linux" />
+<img src="https://img.shields.io/badge/Docker_(&amp;_Swarm)-%230db7ed.svg?style=for-the-badge&amp;logo=docker&amp;logoColor=white" alt="Docker" />
+<img src="https://img.shields.io/badge/Kubernetes-%23326ce5.svg?style=for-the-badge&amp;logo=kubernetes&amp;logoColor=white" alt="Kubernetes" />
+<img src="https://img.shields.io/badge/Git-%23F05033.svg?style=for-the-badge&amp;logo=git&amp;logoColor=white" alt="Git" />
+<img src="https://img.shields.io/badge/Nginx-%23009639.svg?style=for-the-badge&amp;logo=nginx&amp;logoColor=white" alt="Nginx" />
+<img src="https://img.shields.io/badge/Traefik_Proxy-%2324a1c1?style=for-the-badge&amp;logo=traefikproxy&amp;logoColor=white" alt="Traefik Proxy" />
+<img src="https://img.shields.io/badge/WireGuard-%2388171A.svg?style=for-the-badge&amp;logo=wireguard&amp;logoColor=white" alt="WireGuard" />
+<img src="https://img.shields.io/badge/ZFS-0079f2.svg?style=for-the-badge&amp;logo=dependabot&amp;logoColor=white" alt="ZFS" /></p>
+
+<p><strong>Databases:</strong>
+<br />
+<img src="https://img.shields.io/badge/SQL-07405E?style=for-the-badge&amp;logo=sqlite&amp;logoColor=white" alt="SQL (General)" /> 
+<img src="https://img.shields.io/badge/MongoDB-4EA94B?style=for-the-badge&amp;logo=mongodb&amp;logoColor=white" alt="MongoDB" /></p>
+
+<p><strong>Tools &amp; Software:</strong>
+<br />
+<img src="https://img.shields.io/badge/VS_Code-0078d7.svg?style=for-the-badge&amp;logo=visual-studio-code&amp;logoColor=white" alt="VS Code" />
+<img src="https://img.shields.io/badge/IntelliJ_IDEA-000000.svg?style=for-the-badge&amp;logo=intellij-idea&amp;logoColor=white" alt="IntelliJ IDEA" />
+<img src="https://img.shields.io/badge/Microsoft_Office-D83B01?style=for-the-badge&amp;logo=microsoft-office&amp;logoColor=white" alt="Microsoft Office" />
+<img src="https://img.shields.io/badge/Obsidian-%23483699.svg?style=for-the-badge&amp;logo=obsidian&amp;logoColor=white" alt="Obsidian" /></p>
+
+<hr />
+
+<p>Thank you for your interest in my profile.</p>
+
+        
+      </section>
+
+      <footer class="page__meta">
+        
+        
+
+
+        
+
+      </footer>
+
+      
+
+      <!--  -->
+
+    </div>
+
+    
+  </article>
+
+  
+  
+</div>
+
+      
+    </div>
+
+    
+
+    <div id="footer" class="page__footer">
+      <footer>
+        <!-- start custom footer snippets -->
+
+<!-- end custom footer snippets -->
+        <div class="page__footer-follow">
+  <ul class="social-icons">
+    
+      <li><strong>Contact:</strong></li>
+    
+
+    
+      
+        
+          <li><a href="mailto:steffen.illium@ifi.lmu.de" rel="nofollow noopener noreferrer"><i class="fas fa-fw fa-envelope" aria-hidden="true"></i> Email</a></li>
+        
+      
+        
+          <li><a href="https://www.linkedin.com/in/steffen-illium/" rel="nofollow noopener noreferrer"><i class="fab fa-fw fa-linkedin" aria-hidden="true"></i> LinkedIn</a></li>
+        
+      
+        
+          <li><a href="https://gitea.steffenillium.de/steffen" rel="nofollow noopener noreferrer"><i class="fab fa-git-alt" aria-hidden="true"></i> Gitea</a></li>
+        
+      
+    
+
+    
+
+    <li><a href="/status/" rel="nofollow noopener noreferrer"><img src="https://uptime.steffenillium.de/api/badge/2/status" alt="System Status"></a></li>
+  
+  </ul>
+</div>
+
+<div class="page__footer-copyright">&copy; 2025 <a href="http://localhost:4000">Steffen Illium</a>. Powered by <a href="https://jekyllrb.com" rel="nofollow">Jekyll</a> &amp; <a href="https://mademistakes.com/work/jekyll-themes/minimal-mistakes/" rel="nofollow">Minimal Mistakes</a>.</div>
+
+      </footer>
+    </div>
+
+    
+  
+    <script src="/assets/js/main.min.js"></script>
+  
+    <script src="/assets/js/custom-bibtex.js"></script>
+  
+
+
+
+
+
+
+
+
+
+  </body>
+</html>