Bhuvishi Bansal is a Computer Science undergraduate at Virginia Tech with a research interest in language model reasoning, agentic architectures, and applied machine learning. She is currently working with Dr. Naren Ramakrishnan at the Sanghani Center for Al & Data Analytics, focusing on memory systems and automated retention in agentic LLMs. Previously, she contributed to secure code generation research at Virginia Tech’s ReDS Lab, where her work involved adversarial prompt generation and robustness evaluation.