I use geometry to build general-purpose deep learning models that build themselves.
I am a third year PhD student in Electrical Engineering and Computer Science at UC Berkeley, advised by Prof. Yi Ma, and have worked with Prof. Pieter Abbeel and Prof. Shankar Sastry. 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.