Adrianna completed her degree in BS Applied Physics (Instrumentation Physics) in 2026. Her thesis utilized density functional theory to test the application of pristine and platinum-decorated titanium carbide MXenes as a carrier for anti-cancer drugs like hydroxyurea and 5-fluorouracil.