Eddie Guerrero is an undergraduate student majoring in Pre-Engineering at Texas A&M International University. He is participating in the 2024 summer Research Experiences for Undergraduates (REU) program under the mentorship of Dr. Wei Chen and Cal Zheng. His research focuses on using machine learning to predict metamaterial properties.