Past Research Projects

Computer Vision Proana tumblr dataset featuring images of individuals with Eating Disorders and images that fall under the hashtag #selfie or #ootd

Recognizing Pro-Eating Disorder Content with Computer Vision

My senior project was using deep learning to recognize Pro-Eating-Disorder content online, advised by Dr. Robert Pless.

Check out our abstract.

A diagram of a neural network that takes a kidney exchange graph as input, embeds the graph as a vector, and outputs a probability. the system then flips a biased coin to choose to or not do the matching for the graph. We then grow the graph, remove the matched vertices if necessary, and repeat the process.

Kidney Exchange with Deep RL

During Summer 2017, I worked at the University of Maryland at College Park's REU CAAR, working on a project modeling kidney exchange as a Reinforcement Learning problem, advised by Dr. John P. Dickerson.

Hack Harassment Logo

Hack Harassment Grant + Research Project

I studied the occurrence of online harassment among undergraduate students, funded by a Hack Harassment grant. In November 2017, my grant funded incentives to create technological solutions for online harassment at Hackital.

Computer Vision Class Projects

color image

Project 1

Image Alignment and Color Compositing

Computer Vision Proana tumblr dataset featuring images of individuals with Eating Disorders and images that fall under the hashtag #selfie or #ootd

Project 4

Recognizing Images of Eating Disorders with Deep Learning