
Research Areas
- Process Mining
- Predictive Business Process Monitoring
Teaching
- Process Analytics (Master)
- Project seminar (Bachelor and Master)
- TS410 – Integrated Business Processes in SAP S/4HANA
CV
Work Experience
| Since 11/2022 | Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
Researcher | Chair of Digital Industrial Service Systems |
| 11/2021 – 10/2022 | Siemens AG
Working student and Master Thesis | Digital Industries, Logistics and Analytics Lab & AI |
| 11/2021 – 10/2022 | Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
Student assistant | Chair of Digital Industrial Service Systems |
| 04/2019 – 12/2019 | Apollo-Optik Holding GmbH & Co. KG
Working student | IT Governance & Consulting |
| 03/2018 – 09/2018 | Adidas AG
Intern | Global Workplaces, IWMS |
| 06/2017 – 08/2017 | Rödl & Partner GmbH
Intern | Transaction & Valuation Services |
| 02/2016 – 07/2016 | Hotels & More Ltd (part of Tour Partner Group), London, UK Intern | Product & Sales |
Education
| Since 11/2022 | Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
Doctoral Degree | Information Systems |
| 10/2019 – 11/2022 | Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
Master of Science | International Information Systems |
| 09/2016 – 05/2017 | ICN Business School, Nancy, France
Bachelor of Business Administration | International Management |
| 09/2014 – 09/2019 | Nuremberg Institute of Technology
Bachelor of Arts | International Business |
Publications
2025
- , , , , , :
From source to target: Leveraging transfer learning for predictive process monitoring in organizations (Forthcoming)
In: Business & Information Systems Engineering (2025)
ISSN: 1867-0202
2025
- , , , , , , :
Event Log Construction from Multimodel Data - A Reference Architecture for Exploiting Process Mining in IT Service Management
European Conference on Information Systems (Amman, Jordan)
In: Proceedings of the 33rd European Conference on Information Systems 2025
DOI: https://open.fau.de/handle/openfau/36267
URL: https://aisel.aisnet.org/ecis2025/bus_analytics/bus_analytics/5
2024
- , , , :
Conceptualizing Business Process Violations
PLC—Processes, Laws, and Compliance workshop at the International Conference on Process Mining (ICPM) 2024 (Lyngby, 14. October 2024 - 14. October 2024)
In: CEUR Workshop Proceedings 2024
Open Access: https://ceur-ws.org/Vol-3850/paper1.pdf - , , , , :
Transfer Learning for Predictive Process Monitoring
European Conference on Information Systems (Paphos, Cyprus)
In: Proceedings of the 32nd European Conference on Information Systems 2024 - , , , , :
Predicting Customer Satisfaction in Service Processes Using Multilingual Large Language Models
Hawaii International Conference on System Sciences (Waikiki, Honolulu, Hawaii)
In: Proceedings of the 57th Hawaii International Conference on System Sciences 2024
2024
- , , , , , , , , , , , , , , , , , , , , , , :
Recent Advances in Data-Driven Business Process Management
(2024)
Open Access: https://arxiv.org/abs/2406.01786
URL: https://arxiv.org/abs/2406.01786
(online publication)