I use geometry to build general-purpose deep learning models that build themselves.
I am a second-year PhD student in Electrical Engineering and Computer Science at UC Berkeley, advised by Prof. Yi Ma. With my math background, I break down modern deep learning systems to their core components, yielding interpretable models that are just as powerful.
The easier the model is to work with and deploy, the happier I am.
Performed exceptionally well in an experimental first-year physics-major sequence, which introduced modern topics very quickly.