Co-authored technical blog post introducing Visa Intelligent Commerce on AWS.

Senior thesis on RLHF, exploring how fine-tuning techniques impact the weights of LLMs and how procedures such as RLHF can mitigate and intensify bias. Presented mechanistic interpretability code in python examining how LLM model weights shift based on fine-tuning politically biased models. Co-authored with Ian Macleod.

Published "Colonization" a work of critical theory; sole English paper chosen and one of seven total papers published, representing academic work in varying disciplines.

Published essay about service and leadership endeavors.