CV
Education
- Since 02/2021: Ph.D. student at the Critical Information Infrastructures research group, Karlsruhe Institute of Technology.
- 10/2018 – 10/2020: Master of Science in Industrial Engineering and Management, Karlsruhe Institute of Technology.
- 10/2013 – 03/2018: Bachelor of Science in Industrial Engineering and Management, Karlsruhe Institute of Technology.
Work Experience
- Since 02/2021: Research associate at the Critical Information Infrastructures research group, Karlsruhe Institute of Technology.
- 07/2018 – 08/2020: Working student at Daimler AG - Lab1886, Stuttgart.
- 11/2015 – 03/2018: Working student at aaronprojects GmbH, Leonberg.
- 09/2014 – 10/2015: Working student at Consileon Business Consultancy GmbH, Karlsruhe.
Research Interests
- Machine Learning
- Gamification
Links
| Title | Project Group | |
|---|---|---|
| FLAIROP: Federated Learning for Robotic Picking | Ali Sunyaev, Scott Thiebes, Sascha Rank, Florian Leiser |
 |
| Title | Conference | Date | Location |
|---|---|---|---|
| Federated Machine Learning in Healthcare and Intralogistics | AIxIA 2021: Artificial Intelligence meets Intelligence Artificielle |
Nov. 2021 |
online conference |
Publications
Collaborative Distributed Machine Learning
Jin, D.; Kannengießer, N.; Rank, S.; Sunyaev, A.
2024. ACM Computing Surveys. doi:10.1145/3704807
Jin, D.; Kannengießer, N.; Rank, S.; Sunyaev, A.
2024. ACM Computing Surveys. doi:10.1145/3704807
Medical informed machine learning: A scoping review and future research directions
Leiser, F.; Rank, S.; Schmidt-Kraepelin, M.; Thiebes, S.; Sunyaev, A.
2023. Artificial Intelligence in Medicine, 145, Art.-Nr.: 102676. doi:10.1016/j.artmed.2023.102676
Leiser, F.; Rank, S.; Schmidt-Kraepelin, M.; Thiebes, S.; Sunyaev, A.
2023. Artificial Intelligence in Medicine, 145, Art.-Nr.: 102676. doi:10.1016/j.artmed.2023.102676
A Design Toolbox for the Development of Collaborative Distributed Machine Learning Systems
Jin, D.; Kannengießer, N.; Rank, S.; Sunyaev, A.
2023. doi:10.5445/IR/1000162704
Jin, D.; Kannengießer, N.; Rank, S.; Sunyaev, A.
2023. doi:10.5445/IR/1000162704
Conceptual Ambiguity Surrounding Gamification and Serious Games in Health Care: Literature Review and Development of Game-Based Intervention Reporting Guidelines (GAMING)
Warsinsky, S.; Schmidt-Kraepelin, M.; Rank, S.; Thiebes, S.; Sunyaev, A.
2021. Journal of medical internet research, 23 (9), Art.-Nr.: e30390. doi:10.2196/30390
Warsinsky, S.; Schmidt-Kraepelin, M.; Rank, S.; Thiebes, S.; Sunyaev, A.
2021. Journal of medical internet research, 23 (9), Art.-Nr.: e30390. doi:10.2196/30390