resume.json

{
  "basics": {
    "name": "Jonas Genath",
    "label": "AI Developer, Data Scientist, and Data Visualization Expert",
    "image": "",
    "email": "genath.jonas@gmail.com",
    "url": "https://cbblr.github.io/",
    "summary": "I combine simulation, AI, ML, and visual analysis to better understand complex systems and communicate results effectively.",
    "location": {
      "address": "Ehrenbergstraße 29",
      "postalCode": "98693",
      "city": "Ilmenau",
      "countryCode": "DE",
      "region": "Thuringia"
    },
    "profiles": [
      {
        "network": "Twitter",
        "username": "AlbertEinstein",
        "url": "https://twitter.com/AlbertEinstein"
      }
    ]
  },
  "work": [
    {
      "name": "Technical University of Ilmenau",
      "position": "Research Assistant",
      "url": "https://www.tu-ilmenau.de/en/universitaet/fakultaeten/fakultaet-wirtschaftswissenschaften-und-medien/profil/institute-und-fachgebiete/fachgebiet-informations-und-wissensmanagement/team/jonas-genath-m-sc",
      "startDate": "2022-01-01",
      "endDate": "2025-09-30",
      "summary": "Group for Information and Knowledge Management (Werner Bischoff Building Room F1100).",
      "highlights": [
        "Integration of generative AI into an autograder to improve feedback for students in programming education",
        "Digitization of programming education by introducing an autograder into the university IT infrastructure and developing unit and integration tests to check the programmed tasks",
        "Teaching responsibilities include teaching beginners how to program with Python"
      ]
    },
    {
      "name": "Technical University of Ilmenau",
      "position": "Research Assistant and PhD Candidate",
      "url": "https://www.tu-ilmenau.de/en/university/departments/department-of-mechanical-engineering/profile/institutes-and-groups/group-for-information-in-production-and-logistics/team/jonas-genath-m-sc",
      "startDate": "2020-01-01",
      "endDate": "2025-09-30",
      "summary": "Group for Information Technology in Production and Logistics (Werner Bischoff Building Room F1100).",
      "highlights": [
        "AI methods for simulation data analysis",
        "Integration of simulation and machine learning into operational IT infrastructures",
        "Visual analytics for simulation data analysis",
        "Metalearning and XAI in the context of simulation",
        "Teaching responsibilities in the field of simulation and data science"
      ]
    },
    {
      "name": "Technical University of Ilmenau",
      "position": "Student assistant",
      "url": "https://www.tu-ilmenau.de/universitaet/fakultaeten/fakultaet-maschinenbau/profil/institute-und-fachgebiete/fachgebiet-informationstechnik-in-produktion-und-logistik",
      "startDate": "2018-10-01",
      "endDate": "2019-03-31",
      "summary": "Group for Information Technology in Production and Logistics (Werner Bischoff Building Room F1100).",
      "highlights": [
        "Teaching in the digital factory laboratory",
        "Support in the creation of simulation models"
      ]
    },
    {
      "name": "REWE digital Ilmenau",
      "position": "Working Student",
      "url": "https://www.rewe-digital.com/de",
      "startDate": "2018-03-01",
      "endDate": "2018-09-30",
      "summary": "E-Commerce Department",
      "highlights": [
        "Support with the introduction of algorithms for shopping basket analysis",
        "Creation of scripts for evaluating sales data and validating product data"
      ]
    },
    {
      "name": "Robert Bosch Eisenach Fahrzeugelektrik GmbH",
      "position": "Internship as a production planner",
      "url": "https://www.bosch.com/",
      "startDate": "2015-09-01",
      "endDate": "2016-03-31",
      "summary": "Sensor Production Department",
      "highlights": [
        "Implementation of a simulation model for the production process",
        "Development of a Kanban system for spare parts management"
      ]
    }
  ],
  "education": [
    {
      "institution": "Technical University of Ilmenau",
      "location": "Ilmenau, Germany",
      "url": "https://www.tu-ilmenau.de/",
      "area": "Data Science, Machine Learning and Simulation",
      "studyType": "Doctor of Engineering (Dr.-Ing.)",
      "startDate": "2020-01-01",
      "endDate": "2025-09-30",
      "score": "To be announced",
      "courses": [
        "Doctoral thesis: Automation within the process of knowledge discovery in simulation data"
      ]
    },
    {
      "institution": "Technical University of Ilmenau",
      "location": "Ilmenau, Germany",
      "url": "https://www.tu-ilmenau.de/",
      "area": "Industrial Engineering",
      "studyType": "Master of Science",
      "startDate": "2016-09-01",
      "endDate": "2019-08-01",
      "score": "1.3",
      "courses": [
        "Specialization: Supply chain management and manufacturing technology",
        "Master thesis: Scagnostics mittels Deep Learning"
      ]
    },
    {
      "institution": "Technical University of Ilmenau",
      "location": "Ilmenau, Germany",
      "url": "https://www.tu-ilmenau.de/",
      "area": "Industrial Engineering",
      "studyType": "Bachelor of Science",
      "startDate": "2012-10-01",
      "endDate": "2016-09-30",
      "score": "2.3",
      "courses": [
        "Specialization: Mechanical engineering",
        "Bachelor thesis: Discriminant analysis for forecasting nominal characteristics"
      ]
    }
  ],
  "awards": [
    {
      "title": "Best Poster Award",
      "date": "2025-05-07",
      "awarder": "Technical University of Ilmenau",
      "url": "https://www.tu-ilmenau.de/universitaet/fakultaeten/fakultaet-wirtschaftswissenschaften-und-medien/page",
      "summary": "Awarded for the best poster presentation at the department conference."
    },
    {
      "title": "Best Paper Award Nominee",
      "date": "2023-12-07",
      "awarder": "Winter Simulation Conference",
      "url": "https://www.tu-ilmenau.de/universitaet/fakultaeten/fakultaet-wirtschaftswissenschaften-und-medien/page",
      "summary": "Nominated for best paper at the WSC."
    }
  ],
  "certificates": [
    {
      "name": "Certified qualification in sustainable process optimization with Six Sigma Yellow Belt.",
      "date": "2016-01-15",
      "issuer": "COMPLAVIS Akademie",
      "url": "https://www.complavis.de",
      "icon": "fa-solid fa-clipboard-check"
    },
    {
      "name": "Leadership in Science",
      "date": "2022-03-30",
      "issuer": "Technical University of Ilmenau",
      "url": "https://www.tu-ilmenau.de/",
      "icon": "fa-solid fa-clipboard-check"
    }
  ],
  "skills": [
    {
      "name": "Python",
      "level": "Expert",
      "icon": "fa-solid fa-hashtag",
      "keywords": [
        "In constant use for 5 years",
        "Particularly for data analysis and visualization (Pandas, Matplotlib, Seaborn, NumPy)",
        "Training machine learning models (Scikit-learn, TensorFlow, Keras)",
        "Dashboard development (Plotly Dash, Streamlit)",
        "WebApp development (Django, Flask)"
      ]
    },
    {
      "name": "Databases and SQL",
      "level": "Intermediate",
      "icon": "fa-solid fa-hashtag",
      "keywords": [
        "In regular use for data management for 5 years.",
        "SQLAlchemy for database interaction in Python",
        "SQLite for local database management",
        "PostgreSQL for server-based database management"
      ]
    },
    {
      "name": "Other programming languages",
      "level": "Intermediate",
      "icon": "fa-solid fa-hashtag",
      "keywords": [
        "JavaScript",
        "Ruby",
        "Java",
        "CSS (and HTML)"
      ]
    },
    {
      "name": "Other Tools",
      "level": "Intermediate",
      "icon": "fa-solid fa-hashtag",
      "keywords": [
        "Docker",
        "Git(Hub/Lab)"
      ]
    },
    {
      "name": "MS Office",
      "level": "Expert",
      "icon": "fa-solid fa-hashtag",
      "keywords": [
        "Excel",
        "Word",
        "PowerPoint"
      ]
    },
    {
      "name": "Simulation and modeling tools",
      "level": "Intermediate",
      "icon": "fa-solid fa-hashtag",
      "keywords": [
        "AnyLogic",
        "Plant Simulation"
      ]
    }
  ],
  "projects": [
    {
      "name": "SUNRISE",
      "summary": "EU-funded cooperation project. Dissemination of results on the application and development of an autograder in programming education at other universities within the Europe-wide project alliance",
      "startDate": "2024-10",
      "endDate": "2025-09",
      "url": "https://sunrise-alliance.eu/"
    },
    {
      "name": "AutoPING",
      "summary": "AutoPING demonstrates how modern programming education can be made more efficient and practical through automated assessment systems such as CodeOcean. The project promotes digital, competence-oriented learning, AI integration, and modular critical testing scenarios—valuable impetus for the further development of teaching at TU Ilmenau and beyond.",
      "highlights": [
        "Containerized automated assessment system",
        "AI integration",
        "Digital learning",
        "Integration via the LMT interface"
      ],
      "startDate": "2022-01-01",
      "endDate": "2025-09-30",
      "url": "https://www.tu-ilmenau.de/universitaet/quicklinks/zentralinstitut-fuer-bildung/ueber-uns/projekte/examing"
    },
    {
      "name": "DaWiS",
      "summary": "The aim of the project was to transfer the method of knowledge discovery in simulation data, which had previously been considered mainly in academic case studies in the field of production and logistics, into practice. To this end, smart experiment design methods were evaluated and implemented, methods for the (cloud-based) distribution of experiments were developed, and suitable data mining and visual analytics methods were implemented. These methods were designed and implemented in an integrated platform.",
      "highlights": [
        "Integrated into the commercial software SimAssist",
        "Cloud-based execution of simulation experiments",
        "Python interface developed for integration of Machine Learning methods"
      ],
      "startDate": "2020-01-01",
      "endDate": "2021-12-31",
      "url": "https://www.tu-ilmenau.de/universitaet/fakultaeten/fakultaet-maschinenbau/profil/institute-und-fachgebiete/fachgebiet-informationstechnik-in-produktion-und-logistik/projekte/dawis"
    }
  ],
  "languages": [
    {
      "language": "German",
      "fluency": "Native speaker",
      "icon": ""
    },
    {
      "language": "English",
      "fluency": "Fluent (C1)",
      "icon": ""
    }
  ],
  "interests": [
    {
      "name": "Machine Learning and AI",
      "icon": "fa-solid fa-brain",
      "keywords": [
        "Supervised Learning",
        "Unsupervised Learning",
        "Deep Learning",
        "Natural Language Processing",
        "XGBoost-Algorithm",
        "Explainable AI",
        "Generative AI",
        "Large Language Models",
        "Prompt Engineering"
      ]
    },
    {
      "name": "Data Visualization",
      "icon": "fa-solid fa-chart-bar",
      "keywords": [
        "Real‑time Visualization",
        "Interactive Visualizations",
        "Animated Visualizations",
        "Dashboards",
        "Data Storytelling"
      ]
    },
    {
      "name": "Data Science",
      "icon": "fa-solid fa-database",
      "keywords": [
        "A/B Testing",
        "Big Data",
        "Data Mining",
        "Feature Engineering",
        "Predictive Analytics",
        "Sentiment Analysis"
      ]
    },
    {
      "name": "Sports",
      "icon": "fa-solid fa-futbol",
      "keywords": [
        "Handball",
        "Fitness",
        "Hiking"
      ]
    },
    {
      "name": "Music",
      "icon": "fa-solid fa-music",
      "keywords": [
        "Hardstyle",
        "Trance",
        "Power-Metal"
      ]
    }
  ],
  "volunteer": [
    {
      "organization": "Wölfe Erfurt e.V.",
      "location": "Erfurt, Germany",
      "position": "Handball Player and Volunteer",
      "url": "https://handball-woelfe.de/",
      "startDate": "2023-04-01",
      "endDate": "Ongoing",
      "summary": "Handball player, helper in the elementary school league, and in other volunteer organization activities.",
      "highlights": [
        "Advancing from the 'Landesliga' to the 'Oberliga' in the 2023/2024 season"
      ]
    },
    {
      "organization": "Initiative Solidarische Welt Ilmenau (ISWI)",
      "location": "Ilmenau, Germany",
      "position": "Organizer",
      "url": "https://iswi.org/aktuelles/",
      "startDate": "2018-04",
      "endDate": "2019-07",
      "summary": "Organization of workshops for students to exchange ideas about different cultures from around the world."
    }
  ]
}