MIT CSAIL

Undergraduate Researcher

February 2023 - August 2023

I worked on healthcare interoperability research, co-authoring a 67-page manuscript published in Telehealth and Medicine Today. This project focused on overcoming barriers to healthcare data sharing across organizations. I conducted a comprehensive literature review, narrowing down 2000 papers to 40 key sources to create actionable solutions for the field.

MIT Sloan School of Management

Undergraduate Researcher

May 2024 - August 2024

At MIT Sloan, I analyzed profitability trends in the biotech industry before and after FDA approval. Using Python and Pandas, I refined methods, created detailed visualizations, and delivered data-driven insights to support strategic decision-making in the field.

MIT CSAIL

Undergraduate Researcher

February 2023 - August 2023

I developed Python algorithms leveraging convolutional neural networks to extract key-value pairs from thousands of PDF documents. This streamlined processing for mechanical engineering companies, achieving a 24x speed improvement in locating technical specifications.

MIT Hacking Medicine

Undergraduate Researcher

September 2022 - March 2023

I analyzed revenue patterns of Boston-based biotech startups during the COVID-19 pandemic. Combining Python-based data analysis with industry interviews, I identified quantitative and qualitative factors behind startup success and survival.