michelle tran

* Assisted in quality assurance of instrumented mouth guards used for concussion study on Stanford football team for eventual commercialization of instrumented mouth guards * Performed and presented market research on head impact detection medical device field * Improved and developed different classification programs to 99% accuracy learning rates using machine learning techniques, such recurrent neural network and support vector machine, to process and analyze data from concussion study

Focused on the process of adipogenesis and developed basic wet laboratory skills and foundational molecular biology understanding

Studied effects of ocean acidification on aiptasia and the regeneration properties of aiptasia

worked one-on-one with clients to develop their voices in college application essays and mentor high school students

* Developed screening of novel protein binder from yeast for PET/CT imaging of activatedT cells for cancer progression tracking * Validated efficacy of PET tag using imaging analysis and assessed pharmacodynamics and pharmacokinetics via drug tracking * Lab techniques acquired: PET/CT imaging analysis, drug tagging, mice studies, ELISA, etc.

Activities and Societies: International Food Club

Activities and Societies: Stanford Health Advocacy Program, Alpha Phi, Women's Rugby