I'm a first year CS PhD student at the University of Pennsylvania GRASP Lab,
where I'm fortunate to be advised by Professor Jianbo Shi.
My research interests center around generative models, scene understanding, and multimodal learning.
I completed my bachelor's and master's in Computer Science with a minor in Mathematics at MIT,
where I worked with multiple research groups at MIT CSAIL, MIT Quest for Intelligence, and MIT Environmental Solutions Initiative.
I have also had the pleasure of interning at Meta for two summers and at the Honda Research Institute.
Chemistry Insights for Large Pretrained GNNs
NeurIPS AI for Science Workshop, 2022
During my internship at Meta AI, I worked on the Open Catalyst team led by Dr. Larry Zitnick
that uses AI to discover catalysts for renewable energy storage. We present perturbation analyses of graph neural network predictions
on the Open Catalyst dataset to understand whether the model predictions align with chemical intuition.
A Novel Digital Algorithm for Identifying Liver Steatosis Using Smartphone-Captured Images
Sofia G. Baptista,
Nicola M. Parry,
Stuti G. Shroff,
Leigh Anne Dageforde (* equal contribution)
Transplantation Direct, 2022