- Admitted to the Generative AI Research Program at Harvard College for the Summer of 2024, in which I worked on a research project under Professor Nada Amin, the leader of Metareflection Lab.- Contributed to a project integrating Large Language Models (LLMs) with the MediKanren system to improve biomedical query resolution, and worked on a matching algorithm to enhance entity resolution and extraction in complex queries.- Conducted end-to-end testing of LLMs for performance evaluation.- Implemented Retrieval-Augmented Generation (RAG) techniques using Neo4j and designed a custom retriever to enhance query accuracy and relevance.

Collected and analyzed data on OCR errors for a project with the Center for Middle Eastern Studies, working on the development of a model for transcribing ancient Arabic manuscripts into contemporary text.

Gave weekly 1-hour guitar lessons for 10 students at the institute.