Teaching
Lectures
Since 2018, I have been holding lectures at different institutions. Since 2023 I am working as a lecturer at Hochschule Bremen - City University of Applied Sciences. In 2022, I was invited to join the Federal University of Santa Catarina (UFSC), Florianópolis, Brazil as a lecturer. From 2018 - 2019 I held lectures at the Faculty of Production Engineering at the University of Bremen. From 2011 - 2018 I regularly coordinated different lectures at the same faculty.
10.2023 - present
Lecturer
03.2022 - 11.2022
Theory and Applications of Data Science and Artificial Intelligence in Operations Management (Federal University of Santa Catarina, Florianópolis, Brazil)
Lecturer
10.2018 - 03.2019
Lecturer
10.2014 - 2018
Tutor and coordinator of the lecture, conduction of lab tutorials, preparation and assistance in the exams
10.2014 - 2018
Tutor and coordinator of the lecture, conduction of lab tutorials, preparation and assistance in the exams
2011 - 2016
Tutor of the lab tutorials regarding system dynamics
2011 - 2016
Informationstechnische Anwendungen in Produktion und Wirtschaft (University of Bremen, Bremen, Germany)
Tutor of the lab tutorials regarding discrete-event simulation
Training Courses
Since 2019 I am giving training courses regarding concepts, methods and applications of data science and artificial intelligence for engineers, workers and managers at Mercedes-Benz.
2023 - present
Data Science for Managers (Mercedes-Benz, Stuttgart, Germany)
Lecturer / Trainer
2020 - present
Data Analysis for Engineers (Mercedes-Benz, Stuttgart, Germany)
Lecturer / Trainer
2019 - present
Artificial Intelligence Crash Course (Mercedes-Benz, Bremen, Germany)
Lecturer / Trainer
Supervision of Theses as 2nd Supervisor
Naya Azrak: Process control and quality prediction for the assembly and commissioning of window lifters in automotive industry. Master of Science, Faculty of Electrical Engineering and Computer Science, Hochschule Bremen - City University of Applied Sciences, 2024.
Parniyan Shokoohi Dehkordi: Development of an automated machine learning approach for predictive maintenance of production plants (German title: Entwicklung eines automatisierten maschinellen Lernverfahrens für Predictive Maintenance von Produktionsanlagen). Master of Science, Department of Computer Science, Hochschule Ruhr West, Mercedes-Benz, 2023.
Isabelle Estelle Kien: Development of an industrial data science approach for quality assurance at the paint shop of an automobile manufacturer (German title: Entwicklung eines industriellen Data Science Ansatzes zur Qualitätssicherung in der Lackiererei eines Automobilherstellers). Bachelor of Science, Department of Engineering Sciences, Jade Hochschule Wilhelmshaven, Mercedes-Benz, 2021.
Sven Krogmann: Development of a system for a camera-based condition monitoring in industrial transportation systems (German title: Entwicklung eines Systems zur kamerabasierten Verschleißüberwachung bei industriellen Transportsystemen). Master of Science, Faculty of Engineering and Computer Science, Hochschule Osnabrück - University of Applied Sciences, Mercedes-Benz, 2019.
Lennart Körner: Development of a concept for the implementation of a laser marking system for blanks to create a quality control loop in the automotive press plant (German title: Entwicklung eines Konzeptes zur Implementierung eines Laserbeschriftungssystems für Platinen zur Erstellung eines Qualitätsregelkreises im Automobilpresswerk). Master of Science, Faculty of Production Engineering, University of Bremen, Mercedes-Benz, 2018.
Eike Broda: Adaptive Production Scheduling by Simulation-Based Optimization (German title: Adaptives Scheduling mittels simulationsbasierter Optimierung). Master of Science, Faculty of Mathematics and Computer Science, University of Bremen, 2018.
Jan Kebel: Development of a new Framework for Integrated Supply Chain Planning and Control (German title: Entwicklung eines neuen Frameworks zur integrierten Planung und Steuerung von Supply Chains). Bachelor of Science, Faculty of Production Engineeiring, University of Bremen, 2018.
Linda Troschke: Shared Resources: Joint Usage of Production Resources in the Era of Industry 4.0 (German title: Shared Resources: Gemeinsame Nutzung von Ressourcen in der Produktion im Zeitalter von Industrie 4.0). Master of Science, Faculty of Production Engineeiring, University of Bremen, 2016.
Jörn Rosendahl: Influence Factors on Tool Lifetimes in Forming (German title: Analyse der Einflussfaktoren auf die Standmenge von Werkzeugen in der Umformtechnik). Master of Science, Faculty of Production Engineeiring, University of Bremen, 2016.
Frederik Hardemann: Dynamics of Shared Resources in Production Networks (German title: Dynamik von Shared Resources in produktionslogistischen Netzwerken: Bewertung von Effizienz und Unsicherheit). Master of Science, Faculty of Production Engineeiring, University of Bremen, 2015.
Dirk Köhnken: Development of a Method for Monitoring and Automatic Fault Detection in Industrial Testing Facilities (German title: Entwicklung einer Methode zum Monitoring und zur automatischen Fehleranalyse industrieller Prüfanlagen). Bachelor of Science, Faculty of Production Engineeiring, University of Bremen, Kuka Systems, 2015.
Student Projects
In the summer semester 2015, I supervised a student project (7 undergraduate students) on the topic Coordination of intra-logistic processes by discrete-event simulation (German title: Koordination intralogistischer Prozesse durch ereignisdiskrete Simulation) at the University of Bremen.
In the summer semester 2023, I supervised a student project (6 graduate students) on the topic Analysis of electrical errors of vehicles by big data analytics and machine learning (German title: Analyse elektrischer Fehler von Fahrzeugen durch Big Data Analytics und Machine Learning) in the context of the lecture Big Data and Machine Learning at the Hochschule Bremen - City University of Applied Sciences.