Academic Education
09/2017 - 09/2019	Master of Science in Information Systems in Münster
09/2018 - 02/2019	Semester abroad Italy (University of Trento)
09/2014 - 09/2017	Bachelor of Information Systems in Münster
Work Experience
04/2016 - 11/2019	Student assistant at the ZHL Digital
Functions and Memberships
since 12/2025	Deputy, Equality Officer, FB04
11/2020 - 06/2022	Member, Member of the Promotions Committee, FB04

Counting Parked Bicycles on the Edge - A TinyML Smart City Application Stenkamp, Jan; Hunke, Mathis; Karatas, Cem; Kirchhoff, Steffen; Knaden, Christoph; Naebers, Paul; Zhao, Lige; Karic, Benjamin; Gieseke, Fabian; Herrmann, Nina In: IEEE/ACM (eds.), Proceedings of the 24rd Conference on Embedded Artificial Intelligence and Sensing Systems. ACM Digital Library. Research article in digital collection (conference)
Trainable Bitwise Soft Quantization for Input Feature Compression Schrödter, Karsten; Stenkamp, Jan; Herrmann, Nina; Gieseke, Fabian (2026) In: (eds.), Proceedings of the Third Conference on Parsimony and Learning (CPAL). (kein Verlag angegeben). Research article in edited proceedings (conference)
Boosted Trees on a Diet: Compact Models for Resource-Constrained Devices Herrmann, Nina; Stenkamp, Jan; Karic, Benjamin; Oehmke, Stefan; Gieseke, Fabian (2026) In: ICLR (eds.), The Fourteenth International Conference on Learning Representations. OpenReview:12800. Research article in digital collection (conference)
Optimizing Three-Dimensional Stencil-Operations on Heterogeneous Computing Environments Herrmann, Nina; Dieckmann, Justus; Kuchen, Herbert (2024) In: International Journal of Parallel Programming, 52(4). Research article (journal)
Distributed Calculations with Algorithmic Skeletons for Heterogeneous Computing Environments Nina Herrmann, Herbert Kuchen (2023) In: International Journal of Parallel Programming, 51(2). Research article (journal)

Musket - Muenster Skeleton Tool for High-Performance Code Generation Duration: since 27/07/2017 Type of project: Own resources project
Algorithmic Skeletons - The Muenster Skeleton Library (Muesli) (Muesli) Duration: 01/02/2002 - 31/01/2025 Type of project: Own resources project