Tiffany Nguyen is an undergraduate student majoring in Computer Science at the University of Oklahoma. She is an Undergraduate Research Assistant in the OU Natural Language Processing (OUNLP) Lab, a Kerber Ambassador in the School of Computer Science, and the Outreach Director for OU AI/ML. Her research focuses on multi-agent large language model (LLM) systems, with an emphasis on human-in-the-loop collaboration and prompt-time optimization. She brings in experience with backend development.