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Career

· Postdoctoral Research Fellow - Teamlead AI For Software Engineering, Software Engineering - RWTH Aachen University (Current)2025–
· Senior Software Engineer Technical Lead, acronio (Current)2023–
· Magna Cum Laude, RWTH Aachen University2018–2024
· Research Fellow (Doktorand) - Model Driven Software Engineering, Software Engineering - RWTH Aachen University2018–2025
· Student Research Assistant, RWTH Aachen University2013–2017
· Student Teaching Assistant, RWTH Aachen University2013–2015

Publications (0)

Quantification of Uncertainty with Adversarial Models
Neural Information Processing Systems · 2023
30
cited
Improving Uncertainty Estimation through Semantically Diverse Language Generation
International Conference on Learning Representations · 2024
27
cited
Introducing an Improved Information-Theoretic Measure of Predictive Uncertainty
arXiv.org · 2023
19
cited
Rethinking Uncertainty Estimation in Natural Language Generation
arXiv.org · 2024
12
cited
On Information-Theoretic Measures of Predictive Uncertainty
Conference on Uncertainty in Artificial Intelligence · 2024
10
cited
MIP against Agent: Malicious Image Patches Hijacking Multimodal OS Agents
2025
9
cited
Addressing Pitfalls in the Evaluation of Uncertainty Estimation Methods for Natural Language Generation
arXiv.org · 2025
ELENAS: Elementary Neural Architecture Search
H OW MANY O PINIONS DOES YOUR LLM HAVE ? I MPROVING U NCERTAINTY E STIMATION IN NLG
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