At the convergence of CS, Math, and Writing
I am a PhD student at CMU in the School of Computer Science.
My research interest is developing ML algorithms and systems to address complex, real-world problems.
As part of the NSF AI Institute for Societal Decision-making, my current focus is ML for emergency management and disaster response.
From the theoretical side, I particularly like computational social choice, graph theory, and learning theory.
Prior to CMU, I was a Data Scientist at Amazon, working on abuse detection and upholding trust in the Amazon retail site, part of the Community Trust org.
I also worked as a ML Engineer for AWS SageMaker Clarify, which offers bias detection and explainability methods for ML models and datasets hosted on AWS.
Before that, I was in the AWS Secure AI Foundations Privacy org in Alexa AI, deploying ML models to detect and redact PII/PD in the Alexa ecosystem.
Before starting at Amazon, I was a Junior Ambassador and Fellow of the Congress-Bundestag Youth Exchange for Young Professionals (CBYX).
As a Fellow, I represented the U.S. in Germany for a year-long cultural exchange program sponsored by the U.S. Congress and the German Bundestag.
During my fellowship, I was a Research Intern at the Max Planck Institute for Software Systems with Krishna Gummadi, focusing on ethical interventions for Machine Learning projects.
I attended George Washington University, graduating with a BS in Computer Science and Mathematics with a minor in Creative Writing. Along the way, I'm grateful to have worked on a variety of projects with some amazing mentors, most in the realm of AI for Social Good:
- At GW, I worked with Robert Pless using deep learning to recognize pro-eating disorder (ED) content and designing applications to help ED patients in recovery.
- I've also worked on a project using multi-armed bandits to promote diversity when selecting a cohort of job applicants (AAMAS 2019) and learning optimal matching policies for kidney exchange at UMD's REU CAAR, advised by John P. Dickerson.
- In Summer 2018, I interned at Microsoft Research New England with Henry Cohn, using group theory to speed up matrix multiplication algorithms.
- In 2017, I studied online harassment and creating tools to combat it with technology, funded by a grant from Intel called Hack Harassment.
- In Summer 2016, I contributed to a project using NLP to generate reading comprehension tools for low-literacy adults in GW's Learning Technologies Research Group.
News
[Aug. 2024] - Awarded a NSF CSGrad4US Doctoral Fellowship!
[Aug. 2024] - Started my PhD at Carnegie Mellon University in the School of Computer Science.
[Oct. 2022] - Co-organized the 3rd Responsible AI Workshop at the 2022 Amazon Machine Learning Conference.
[July 2022] - Started work as a Data Scientist at Amazon in the Community Risk team of the Fraud & Abuse Prevention organization.
[Aug. 2021] - Started work as a ML Engineer on the AWS AI SageMaker Clarify team.
[Aug. 2021] - Spoke on an invited panel at JSM 2021: "Practical Challenges to Achieving Algorithmic Fairness in Industry (And What to do About Them)".
[Oct. 2020] - Earned my B1 Goethe Zertifikat in German!
[Sept. 2020] - Started work as a Software Engineer at Amazon in the Alexa AI Secure AI Foundations Privacy org.
[May 2019] - I'm honored to have been awarded the Marvin Green Prize from the GW Math Department!
[May 2019] - I won the 2019 Baer Award for Excellence from GW for my leadership and scholarship!
[May 2019] - I got an Honorable Mention for the 2019 NCWIT Collegiate Award! Thanks again, NCWIT.
[April 2019] - I hosted this speaker event for GW CS Dept. with Vint Cerf---Google VP, Turing laureate, and one of the fathers of the Internet!
[Oct. 2018] - I was awarded the Best Student Paper Presentation at AIPR 2018 for my paper "Characterizing the Visual Social Media Environment of Eating Disorders" with Dr. Pless.
[Fall 2018] - Check out my senior design project page.
[March 2018] - I'm honored to receive a GW Undergrad Research Award and a Data Master Fellowship for my work with Robert Pless.
[March 2018] - I got an Honorable Mention for the 2018 NCWIT Collegiate Award! Thank you, NCWIT.
[March 2018] - 2nd place for Best Engineering Poster at GW Research Days 2018 for the ED project!
[Feb. 2018] - I'm a 2018 Google Lime Scholar! Thank you, Google.
[March 2018] - Media mention of our project analyzing images of Eating Disorders with deep learning.
[March 2018] - Both of my posters on my work with Dr. Dickerson and Dr. Pless were finalists in the GW SEAS 2018 R&D Showcase!
[Feb. 2018] - SIGCSE-18: How to Make Higher-Ed Teaching More Accessible to Students with Disabilities
[Feb. 2018] - I organized and hosted this event with real-life Hidden Figure Christine Darden.
[Oct. 2017] - The 400-person hackathon I co-organized, Hackital, was awesome!