M.Sc. Intelligent Systems
Bielefeld University
Artificial intelligence
M.Sc. Computer Science
University of Bologna
B.Sc. Cognitive Science
Osnabrück University
Doctoral researcher · DFKI
Louis
Scheu.
I work where applied artificial intelligence, trustworthy systems, and real-world constraints meet.
02
Education
Computer science
Cognition & computation
03
Papers
A Design Science Research Approach to AI Compliance in Finance
Building and Evaluating a Decision Tree Compliance Checker
Applying Federated Image Segmentation to Complex Industrial Worksites
Federated learning and computer vision under practical deployment constraints.
04
Interests
I study how capable AI systems can become smaller, more efficient, and more trustworthy without pretending those goals are free.
Resource-aware trustworthy ML
Balancing reliability, efficiency, and deployment constraints instead of optimizing a single convenient metric.
Small language models
Compression, quantization, and evaluation of compact models for constrained hardware.
Reliable computer vision
Robust and interpretable vision systems that remain useful outside carefully curated benchmarks.
AI engineering & governance
Turning organizational and regulatory requirements into usable technical systems and decision support.
05
Engagement
PfotenRegister
I develop and operate guest-management software for animal food banks, helping volunteers organize their work and support people and their pets.
Visit PfotenRegister ↗Talks
06
Beyond work
Away from research, I prefer challenges involving strategy, teamwork, and considerably less debugging.
Board games
Complex systems are apparently still appealing when they arrive in a box with wooden pieces.
Dog sports
Training, teamwork, and spending time outdoors with far more enthusiastic beings than myself.
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