website/app/resume.tsx

import { Icons } from "@/components/icons";

const domain: string = "steffenillium.de";

export const DATA = {
  name: "Steffen Illium",
  initials: "SI",
  url: `https://${domain}`,
  domain: `${domain}`,
  location: "Augsburg, Germany",
  locationLink: "https://www.google.com/maps/place/Augsburg",
  description:
    "Machine Learning Researcher and Data Science Expert with a PhD in Computer Science. Brings 6+ years of experience developing and analyzing algorithms, models and foundational research, evidenced by numerous publications. Loves to offer expertise in AI/ML (PyTorch), data science, and problem-solving to drive impactful results.",
  summary:
    "I am a **Machine Learning expert** who builds bridges between raw data and impactful results. With **7+ years** of **experience** and many **publications**, my focus is on developing models for **computer vision** and **sequential data**. My expertise is twofold: I love diving deep into theoretical research, but my true passion lies in translating complex concepts into **practical, scalable solutions**. This is why I am deeply invested in **DevOps** and automation, so that I can ensure **safe**, **reliable** and **efficient** operations in **production**.",
  avatarUrl: "/images/newshot_2.jpg",
  skills: {
    "Machine Learning & Research": [
      "Deep Learning",
      "Reinforcement Learning",
      "Multi-Agent RL",
      "Emergence",
      "Geoinformatics",
      "Data Augmentation",
      "Classification",
      "Segmentation",
      "Anomaly Detection",
      "OOD Detection",
      "Industrial Safety (AI)",
    ],
    "Programming, Languages & Libraries": [
      "Python",
      "PyTorch",
      "NumPy",
      "Pandas",
      "Scikit-learn",
      "Kotlin",
      "JavaScript",
      "Tailwinds",
      "SQL/NoSQL",
      "Shell Script",
      "HTML5/CSS3",
      "LaTeX",
    ],
    "DevOps & Backend Engineering": [
      "Docker (Swarm)",
      "Kubernetes",
      "Nginx",
      "Traefik",
      "FastAPI",
      "Linux",
      "Git",
    ],
  },
  contact: {
    email: "steffen.illium@ifi.lmu.de",
    tel: "",
    social: {
      Email: {
        name: "Email",
        url: "mailto://steffen.illium@ifi.lmu.de",
        icon: Icons.email,
        pub: false,
      },
      LinkedIn: {
        name: "LinkedIn",
        url: "https://www.linkedin.com/in/steffen-illium/",
        icon: Icons.linkedin,
        pub: false,
      },
      GoogleScholar: {
        name: "Google Scholar",
        url: "https://scholar.google.de/citations?user=NODAd94AAAAJ&hl=en",
        icon: Icons.globe,
        pub: true,
      },
      arXiv: {
        name: "arXiv",
        url: "https://arxiv.org/a/illium_s_1",
        icon: Icons.globe,
        pub: true,
      },
      ORCiD: {
        name: "ORCiD",
        url: "https://orcid.org/0000-0003-0021-436X",
        icon: Icons.globe,
        pub: true,
      },
      SemanticScholar: {
        name: "SemanticScholar",
        url: "https://www.semanticscholar.org/author/Steffen-Illium/51893497",
        icon: Icons.globe,
        pub: true,
      },
      ResearchGate: {
        name: "ResearchGate",
        url: "https://www.researchgate.net/profile/Steffen-Illium",
        icon: Icons.globe,
        pub: true,
      },
      Gitea: {
        name: "Gitea",
        url: "https://gitea.steffenillium.de",
        icon: Icons.git,
        pub: false,
      },
    },
  },

  work: [
    {
      company: "XITASO GmbH",
      href: "https://xitaso.com",
      location: "Augsburg, Germany",
      title: "Senior AI Consultant",
      logoUrl: "/images/projects/xitaso.png",
      start: "2024",
      end: "2024",
      description:
        "Provided expert technical consulting on AI/ML solutions. Pre-sales support. Engaged with clients to understand requirements. External talks and participation in industry expert groups.",
    },
    {
      company: "Mobile Distributed Systems Chair",
      href: "https://www.mobile.ifi.lmu.de",
      location: "Munich, Germany",
      title: "System Administrator, DevOps Engineer, Network Administrator",
      logoUrl: "/images/research/mvs.jpg",
      start: "2019",
      end: "2023",
      description:
        "Co-Managed LMU chair IT: Kubernetes, CI/CD, automation, networking, web.",
    },
    {
      company: "LMU Munich",
      href: "https://www.lmu.de",
      location: "Munich, Germany",
      title: "Research Assistant / PhD Candidate",
      logoUrl: "/images/research/lmu.png",
      start: "2018",
      end: "2023",
      description:
        "Focused on advancing machine learning models for sequential data, self-learning systems, and contributing to foundational research in neural network applications. Collaborated with industry partners on projects involving audio signal processing, deep learning, and multi-agent reinforcement learning (MARL).",
    },
    {
      company: "DIGITALE WELT Magazin",
      href: "https://digitaleweltmagazin.de/",
      location: "Remote",
      title: "Editor in Chief",
      logoUrl: "/images/projects/dw.png",
      start: "2018",
      end: "2023",
      description:
        "Headed the editorial team, broadening experience in project management, communication, and community building.",
    },
    {
      company: "OpenMunich Conference",
      href: "https://openmunich.eu",
      location: "Munich, Germany",
      title: "Lead Organizer",
      logoUrl: "/images/projects/openmunich.png",
      start: "2018",
      end: "2019",
      description:
        "Served as the lead organizer for the OpenMunich conference.",
    },
  ],
  education: [
    {
      school: "LMU Munich",
      href: "https://www.lmu.de",
      degree: "PhD in Computer Science",
      logoUrl: "/images/research/lmu.png",
      start: "2018",
      end: "2023",
    },
    {
      school: "University of Augsburg",
      href: "https://www.uni-augsburg.de/",
      degree: "Master of Science (MSc), Geo-Informatics",
      logoUrl: "/images/research/una.jpg",
      start: "2015",
      end: "2017",
    },
    {
      school: "JGU Mainz",
      href: "https://www.uni-mainz.de/",
      degree: "Bachelor of Science (BSc), Geography",
      logoUrl: "/images/research/jgu.webp",
      start: "2012",
      end: "2015",
    },
  ],
} as const;