Master's thesis "Evaluation of specialized LLMs for value creation­­/­­project processes in railway signaling technology"

As part of your master's thesis, you will work on the following topics: You will conduct in-depth research on specialized large language models (LLMs) in project environments related to railway signaling technology. The specialized LLMs include preliminary training as well as targeted fine-tuning to project-specific documentation, relevant standards, and specialized expertise. Furthermore, you will evaluate domain-specific LLMs from an end customer perspective in terms of delivery speed, operational efficiency, and project performance using quantitative and qualitative evaluation approaches. You will assess how the identified added value for customers can be converted into measurable value streams for Siemens Mobility and derive recommendations for the integration of LLM-based solutions into project execution