CV
My current curriculum vitae. A German PDF version is available for download.
Basics
| Name | Jonas Genath |
| Label | Senior Consultant for Digitalization and Automation | Data Scientist |
| genath.jonas@gmail.com | |
| Url | https://www.genath.website/ |
| Summary | I combine process analysis, factory planning, automation, artificial intelligence, simulation, and visual analytics to turn complex operational challenges into practical digital solutions. |
Work
-
2025.09 - Present Germany
Lecturer for Digitalization, Automation and AI
Akademie für Beruf & Karriere (cooperation)
Part-time professional education.
- Design and delivery of professional training on digitalization, automation, and artificial intelligence in day-to-day work
- Teaching the foundations and practical requirements of the EU AI Act for the responsible use of AI
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2025.09 - Present Hamburg, Germany
Senior Consultant – Digitalization and Automation in Factory Planning
Metroplan
Process analysis, factory planning, and the development and implementation of digital solutions.
- Modeling and analysis of end-to-end processes using Gemba walks, SIPOC, and BPMN to identify weaknesses and digitalization and automation potential
- Development of target processes, solution concepts, and functional requirements for future IT landscapes
- Application of lean methods, including value-stream analysis and work-sampling studies, to reduce waste, inventory, transport, and lead times
- Automation of administrative processes with Power Automate, saving several working hours per week
- Agile project planning with Scrum and facilitation of customer workshops for specialists and management
- Support for the introduction, configuration, and customization of the Odoo ERP system
- Development and delivery of practical generative AI training for managers and consultants
- Projects include a digitalization concept for mechanical production, a lights-out factory feasibility assessment, and master planning for a new factory site
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2022.01 - 2025.08 Ilmenau, Germany
Project Lead
Technical University of Ilmenau
Group for Information and Knowledge Management.
- Operational and strategic management of a digitalization project that introduced an autograder into the university IT infrastructure, including budget planning and project communication
- Agile planning and continued software development of the autograder system with Scrum
- Creation of operating concepts and manuals to support the long-term use of project results
- Integration of a generative AI agent to improve feedback for programming students
- Development of testing processes and automated unit and integration tests
- Presentation and dissemination of results within TU Ilmenau and at national and international universities
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2020.01 - 2025.08 Ilmenau, Germany
Research Assistant
Technical University of Ilmenau
Group for Information Technology in Production and Logistics.
- Application of machine learning and explainable AI to automate the analysis of simulation data
- Design and implementation of digital twins with OPC UA interfaces for production systems
- Facilitation of workshops and tutorials on expressive data visualization and responsible AI
- Consulting on logistics and material-flow simulation and the use of machine-learning algorithms
- Development of end-to-end dashboards for multivariate data analysis
- Implementation of visualization and machine-learning methods for the modular SimAssist software
- Teaching in simulation, data science, and programming
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2018.10 - 2019.12 Ilmenau, Germany
Student assistant
Technical University of Ilmenau
Group for Information Technology in Production and Logistics.
- Teaching in the digital factory laboratory
- Support in the creation of simulation models
-
2018.03 - 2018.09 Ilmenau, Germany
Working Student
REWE digital Ilmenau
E-Commerce Department
- Support with the introduction of algorithms for shopping basket analysis
- Creation of scripts for evaluating sales data and validating product data
-
2015.09 - 2016.03 Eisenach, Germany
Internship as a production planner
Robert Bosch Eisenach Fahrzeugelektrik GmbH
Sensor Production Department
- Implementation of a simulation model for the production process
- Development of a Kanban system for spare parts management
Education
-
2020.01 - 2025.12 Ilmenau, Germany
Doctor of Engineering (Dr.-Ing.)
Technical University of Ilmenau
Process Automation, Data Science, Machine Learning and Simulation
Grade: Magna cum laude
- Dissertation: Automation within the Process of Knowledge Discovery in Simulation Data
-
2016.09 - 2019.08 Ilmenau, Germany
Master of Science
Technical University of Ilmenau
Industrial Engineering
Grade: 1.3
- Specialization: Supply chain management and manufacturing technology
- Master thesis: Scagnostics mittels Deep Learning
-
2012.10 - 2016.09 Ilmenau, Germany
Bachelor of Science
Technical University of Ilmenau
Industrial Engineering
Grade: 2.3
- Specialization: Mechanical engineering
- Bachelor thesis: Discriminant analysis for forecasting nominal characteristics
Awards
- 2025.05.07
Best Poster Award
Technical University of Ilmenau
Awarded for the best poster presentation at the department conference.
- 2023.12.07
Certificates
| Leadership in Science | |
| Technical University of Ilmenau |
Skills
| Process analysis and automation | |
| • | End-to-end process analysis with Gemba walks, SIPOC, and BPMN |
| • | Target-process and solution design |
| • | Lean methods, value-stream analysis, and work-sampling studies |
| • | Process automation with Microsoft Power Automate |
| • | Agile project management with Scrum |
| • | Customer workshops and stakeholder communication |
| Python | |
| • | More than six years of regular use |
| • | Particularly for data analysis and visualization (Pandas, Matplotlib, Seaborn, NumPy) |
| • | Training machine learning models (Scikit-learn, TensorFlow, Keras, XGBoost) |
| • | Dashboard development (Plotly Dash, Streamlit) |
| • | Process automation and web application development |
| Databases and SQL | |
| • | More than five years of experience with SQL-based data management |
| • | SQLAlchemy for database interaction in Python |
| • | SQLite for local database management |
| • | PostgreSQL for server-based database management |
| Other programming languages | |
| • | JavaScript |
| • | Ruby |
| • | Java |
| • | R |
| • | CSS (and HTML) |
| Business intelligence, ERP, and engineering tools | |
| • | Power BI, A/B testing, and association analysis |
| • | Microsoft Visio for process visualization with swimlanes |
| • | Odoo ERP configuration and customization |
| • | Foundational knowledge of SAP system landscapes and transaction interfaces |
| • | Foundational knowledge of Revit for layout and factory modeling |
| • | Docker and GitHub/GitLab |
| MS Office | |
| • | Excel |
| • | Word |
| • | PowerPoint with Efficient Elements and think-cell |
| Simulation and modeling tools | |
| • | AnyLogic |
| • | Siemens Plant Simulation |
| • | VisTable |
Projects
- 2024.10 - 2025.08
SUNRISE
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
- 2022.01 - 2025.08
AutoPING
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.
- Containerized automated assessment system
- AI integration
- Digital learning
- Integration via the LMT interface
- 2020.01 - 2021.12
DaWiS
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.
- Integrated into the commercial software SimAssist
- Cloud-based execution of simulation experiments
- Python interface developed for integration of Machine Learning methods
Languages
| German | |
| Native speaker |
| English | |
| Fluent (C1) |
Interests
| Machine Learning and AI | |
| Supervised Learning | |
| Unsupervised Learning | |
| Deep Learning | |
| Natural Language Processing | |
| XGBoost-Algorithm | |
| Explainable AI | |
| Generative AI | |
| Large Language Models | |
| Prompt Engineering |
| Data Visualization | |
| Real‑time Visualization | |
| Interactive Visualizations | |
| Animated Visualizations | |
| Dashboards | |
| Data Storytelling |
| Data Science | |
| A/B Testing | |
| Big Data | |
| Data Mining | |
| Feature Engineering | |
| Predictive Analytics | |
| Sentiment Analysis |
| Personal interests | |
| Handball | |
| Fitness | |
| Chess | |
| Reading | |
| Current developments in information technology |
Volunteer
-
2023.04 - Ongoing Erfurt, Germany
Handball Player and Volunteer
Wölfe Erfurt e.V.
Handball player, helper in the elementary school league, and in other volunteer organization activities.
- Advancing from the 'Landesliga' to the 'Oberliga' in the 2023/2024 season
-
2018.04 - 2019.07 Ilmenau, Germany
Organizer
Initiative Solidarische Welt Ilmenau (ISWI)
Organization of workshops for students to exchange ideas about different cultures from around the world.