Projects.
📚 Bachelor Thesis
Research on using Large Language Models (LLMs) for classifying and transferring between German
language proficiency levels according to CEFR. Developed an evaluation framework and benchmark
for comparative analysis. Implemented prompt engineering and fine-tuning techniques on the
LLaMA-3-8B-Instruct model, achieving significant improvements in CEFR classification accuracy
compared to previous methods by other researchers.
#MachineLearning
#NLP
#LLMs
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🗂️ CEFR Dataset
A comprehensive dataset for German language proficiency classification, containing about 1,500
texts across all CEFR levels (A1-C2). Compiled from multiple sources including the FALKO and
MERLIN corpora, with additional synthetic data generation for underrepresented levels.
#Dataset
#NLP
#German
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📚 Course Selection Tool
A React-based web application to help students at the University of Münster select courses from
the "Kerninformatik" area. Features include a visual schedule, credit point tracking, and
automatic conflict detection for overlapping courses. Built with React and TypeScript, featuring
responsive design and local storage for selected courses.
#React
#TypeScript
#Education
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🎲 typedcube
A TypeScript library for solving Rubik's cubes using primitive methods. While not optimized for
speed, it was developed as an educational project focusing on clear structure with distinct
tester and helper
components.
#TypeScript
#Algorithm
#Education
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