Elizabeth Guest developed a reusable bibliography foundation for the ExoMol/bib repository by creating llm.bib, a BibTeX file containing two curated entries focused on Large Language Models in scientific literature analysis. Her work enabled Retrieval Augmented Generation and prompt engineering for data extraction and dataset construction, supporting reproducible research workflows. Elizabeth applied skills in bibliography management and technical writing, ensuring repository hygiene and clear commit discipline throughout the process. While the scope was focused, the solution established a scalable infrastructure for future data extraction tasks, demonstrating depth in both BibTeX file generation and the integration of LLM literature mining concepts.