stranger@welcome:~/user/ole/site$ ./view_profile.py --verbose

Ole Behre

M.Sc. Data Science Student | University of Mannheim

Education

M.Sc. Data Science 2025 – 2027 (Expected)

University of Mannheim

Focus: Machine Learning, Data Integration, Deep Learning, Large Scale Data Management.

B.Sc. Information Systems (Wirtschaftsinformatik) 2021 – 2025

University of Mannheim | Grade: 1.6

Thesis: "Multilingual, Adversarial Math Word Problems: Testing the Robustness of Large Language Models" (Grade: 1.0).
Relevant Coursework: IT-Security, Artificial Intelligence, Data-Driven Analysis.

Working Student, Software Engineering Sep 2023 – Present

FORRS | Frankfurt am Main

Development of a cloud-based market data management system for the energy trading industry.
Integration of heterogeneous data sources and construction of robust pipelines for downstream systems.
Optimization of multiple API endpoints to enhance system performance and reliability.
Creation of technical architecture diagrams and specifications for internal and external stakeholders.

Research Assistant (DWS Group) Jul 2025 – Oct 2025

University of Mannheim | Chair for Data & Web Science

Setup and execution of LLM benchmarks on Linux-based HPC clusters (Slurm resource scheduling).
Implementation of custom inference pipelines using vLLM to analyze redundancy patterns in reasoning traces (e.g., Deepseek-R1).
Explored stability limitations (brittleness) in Chain-of-Thought (CoT) prompting under constraints.

IT Department Member Mar 2023 – Present

STADS e.V. (Student Association for Data Analytics)

Programming	Python, Java, SQL (PostgreSQL), HTML/CSS
Data & ML	pandas, numpy, sklearn, transformers, vllm, lm-eval, matplotlib
Backend/Web	Quarkus, Vaadin, REST APIs
DevOps & Tools	Docker, Git (GitLab), Linux, Slurm, Jira, Confluence
Languages	German (Native), English (TOEFL 117/120 \| C2)

                  
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