I am a fifth year PhD candidate at the Nuclear Engineering and Radiological Sciences department of University of Michigan, with a focus on Medical Physics. I work under the supervision of Professor El Naqa and Professor Matuszak.My research looks into developing automated treatment planning optimization in radiotherapy (EBRT) using advanced machine learning approaches. Using AI and ML as an assisting tool, I aim to introduce an increased productivity in the workflow of dosimetrists and physicists, while maintaining a standardized yet still personalized treatment plans for radiotherapy patients.