Contact Information

Research Areas

Self-Aware Software Systems through Knowledge Aggregation and LLM Agents

• Repository-level code understanding with Large Language Models
• Multi-resolution knowledge graphs of code, runtime traces, and requirements
• Hierarchical and graph-based Retrieval-Augmented Generation (RAG)
• Evaluation and benchmarking of repository-level reasoning

Master Thesis Topic

This thesis evaluates and compares state-of-the-art knowledge representation and retrieval methodologies for answering complex, repository-level software questions. As the target outcome of this project is a scientific publication, we are seeking candidates with a strong interest or prior experience in academic research and writing.