About Me
Hi, I’m Jonas!
As a Consultant and Scientific Researcher, I specialize in optimizing data management and developing machine learning applications for the manufacturing industry. My expertise spans industrial consultancy, service development, and research in publicly funded projects that produce open-access research outputs. For more insight into my research background, my publications can be found on ResearchGate.
Project excerpt (Publicly funded only)
The project explores the use of generative AI to automate and human-centeredly support quality management across the entire process of nondestructive testing (ZfP), from test planning to data analysis and reporting. Central to this effort is the development of a multi-agent system, the ZfP-Copilot, leveraging large language and multimodal foundation models to enhance industrial applicability and compliance with relevant standards.
ZUKIPRO Future Center is specifically aimed at transforming small and medium-sized enterprises in Hessen, Germany. Seven strong partners are pursuing the goal of bringing digitalization and human-centered AI specifically into use in Hessian production and craft businesses. Our free services include the pillars of informing, consulting, and training, and are aimed at both employers and employees.
NFDI4Ing represents the German engineering research landscape. The consortium brings together institutions and individuals from all areas of the engineering landscape, each contributing their specific expertise, experience, and contacts to the consortium’s work program. NFDI4Ing thus enables the close collaboration of engineering scientists, service providers, and users to work towards the common goal of realizing the FAIR principles of scientific data management in the engineering sciences.
Experience
Laboratory for Machine Tools and Production Engineering (WZL), RWTH Aachen University
Consultant and Scientific Researcher
March 2023 - Present
Management and participation in industrial and publicly funded projects, acquisition activities, university teaching, and supervision of theses.
My work focus on research in sustainable data management and computer vision for manufacturing industries. My role includes management of industrial projects, research, and academic responsibilities such as thesis supervision and publishing scientific articles. I also engage in acquisition activities for research funding.
Laboratory for Machine Tools and Production Engineering (WZL), RWTH Aachen University
Graduate Research Assistant
October 2021 - February 2023
Development of software architectures for full-stack web applications and machine vision in manufacturing environments.
In this role, I worked on software solutions for cross-institute research projects. I contributed to the development of DevOps applications and implemented machine vision techniques for use in manufacturing settings, focusing on improving efficiency and automation.
Institute for Machine Elements and Systems Engineering, RWTH Aachen University
Graduate Research Assistant
January 2021 - March 2022
Development of simulation models for advanced plastic-metal bonding techniques in automotive assembly.
I contributed to research on laser-based plastic-metal bonding techniques used in automotive manufacturing. My primary task was developing simulation models that support process optimization and enhanced material bonding quality.
Robert Bosch GmbH
Intern
September 2020 - January 2021
Implementing computer vision solutions to improve quality control in electronics manufacturing.
During this internship, I worked on computer vision techniques for the automated inspection of printed circuit boards in the electronics assembly process. This automated the quality assurance of electronic component assembly processes through advanced image processing methods.
Laboratory for Machine Tools and Production Engineering (WZL), RWTH Aachen University
Student Assistant
March 2020 - September 2020
Assisting with experiments and software development for advanced grinding technologies.
I supported various research activities related to grinding technology. My contributions included assisting with experiments, performing laboratory measurements, and developing software solutions for data analysis and process optimization.
Eisenwerk Brühl GmbH
Intern
June 2017 - July 2017
Supporting production processes in the iron casting of automotive engine components.
As an intern, I contributed to the iron casting production process used for automotive engines. I assisted with the coordination of production workflows and learned basic concepts in manufacturing processes.
Education
Laboratory for Machine Tools and Production Engineering (WZL) of RWTH Aachen University
Doctor of Philosophy (PhD), Dr.-Ing (PhD) - Mechanical Engineering
2023 - 2027 (expected)
WZL at RWTH University is one of Europe’s leading research production labs, renowned for its strong focus on applied manufacturing research through advanced technologies.
Pursuing a PhD with a focus on computer vision techniques for manufacturing processes. My research aims to develop innovative solutions for industrial challenges through the integration of advanced GenAI technologies.
RWTH Aachen University
Master of Science (MS), Industrial Engineering - Production Technology & Operations Research
2020 - 2022
A program that bridges industrial engineering with advanced operations research techniques to optimize production processes.
My Master’s studies were focused on enhancing production technologies and improving operational efficiency with mathematical optimization and machine learning algorithms.
Universidad de Navarra
Económicas y Empresariales / Economics and Business Administration
2019 - 2020
Universidad de Navarra is an internationally recognized institution, known for its interdisciplinary approach and fostering global perspectives in economics and business.
During my exchange program at Universidad de Navarra, I studied various aspects of economics and business administration, which provided a broader understanding of management and business operations in global contexts.
RWTH Aachen University
Bachelor of Science (BS), Industrial Engineering - Mechanical Engineering & Management
2017 - 2020
RWTH Aachen is known for combining engineering expertise with management skills, creating well-rounded graduates ready to tackle modern industrial challenges.
My Bachelor’s degree focused on the intersection of mechanical engineering and management, where I developed foundational knowledge in production systems, mechanical engineering principles, and business management. This laid the groundwork for my professional endeavors.
Certifications
Professional Scrum Master (PSM)
scrum.org
Issued on Juni 2024
Professional Scrum Master (PSM I) certified by Scrum.org, with proven ability to apply Scrum principles in real-world team settings, foster self-organization, and support agile delivery through servant leadership and continuous improvement.
Six Sigma Green Belt
Laboratory of Machine Tools and Production Engineering (WZL) of RWTH Aachen
Issued on April 2024
Six Sigma Green Belt certified, skilled in applying data-driven methodologies to identify process inefficiencies, reduce variation, and drive continuous quality improvement in cross-functional projects.
Leadership Competence Review
RWTH Doctoral Academy
Issued on August 2024
This workshop emphasizes personal reflection on leadership behavior, using feedback as a key tool through real-world case studies. Participants will refine their leadership profile, make confident decisions, influence others effectively, assert themselves while maintaining relationships, and incorporate constructive feedback. The workshop also helps identify strengths and weaknesses in delegating and monitoring tasks to enhance leadership skills.
Working in International Teams
RWTH Doctoral Academy
Issued on April 2024
This course introduces the German higher education landscape, focusing on challenges for both international and German researchers. It covers assessing cultural factors, adapting behavior, managing academic relationships, and leveraging the benefits of diverse team backgrounds for collaboration.
Other Experiences
A few Personal Programming Projects
- synographs.herokuapp.com: Webpage for searching synonym chains (graph-based combinatorial optimization).
- computational-ego.herokuapp.com: Webpage for a psychological free-field test (Deep Learning).
Both projects are implemented in Flask (backend) and Javascript (frontend), and deployed with a GitLab CI/CD Pipeline as Heroku cloud applications.