At the convergence of Computer Science, Math, and Writing
I'm a junior at the George Washington University double-majoring in Computer Science and Mathematics (pure concentration), with a minor in Creative Writing.
Currently, I'm researching promoting fairness and diversity in AI, advised by Dr. John P. Dickerson. My personal research project studies online harassment and creating tools to combat it with Machine Learning, funded by a grant from the Silicon Valley Community Fund and Intel called Hack Harassment.
I also do Computer Vision and ML research at GW with Dr. Robert Pless, using CV to classify social media content and designing applications for the public to promote wellness and social good.
During Summer 2017, I worked at UMD's REU CAAR, working on a project modeling kidney exchange as a RL problem, advised by Dr. John P. Dickerson.
In 2016, I used NLP to generate reading comprehension tools for low-literacy adults in GW's Learning Technologies Research Group advised by Dr. Rahul Simha.
My research interests are broadly in the realm of theoretical CS, including artificial intelligence, computability theory, graph theory, cryptography, natural language processing, and machine learning.
In my free time, I read incessantly and write poetry + fiction.
Hack Harassment Grant + ML Research Project
I'm studying the occurrence of online harassment among undergraduate students, funded by a Hack Harassment grant. In November 2017, my grant will fund incentives to create technological solutions for online harassment at Hackital. My goal is to use Machine Learning to robustly detect instances of harassment online with multimodal data.
Promoting Diversity and Fairness in ML
I'm working on a project with Dr. John Dickerson and Candice Schumann of UMDCP creating automation to promote diversity in the workplace through the admissions/hiring process with a focus on the Multi-Armed Bandit setting. Related paper is here!
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.
Recognizing Pro-Eating Disorder Content with Computer Vision
I'm working on a project using Computer Vision and deep learning to recognize Pro-Eating-Disorder content online, advised by Dr. Robert Pless.
I'm the Academic Affairs Chair of GW's student chapter of the Association for Computing Machinery. Last year, I served as President. We host events for the GW Computer Science community--Game Nights, Professor Talks, workshops and more.