Catherine Yeo

Profile Photo



Hi! I'm a student at Harvard pursuing a B.A. and M.S. in Computer Science, minor in English. Previously I was a SWE intern at Apple, and I am a current research intern at IBM this summer.

My research interests include: machine learning, natural language processing, human-computer interaction, algorithmic fairness & privacy, and creating tools to make education more accessible. As part of MIT CSAIL's Internet Policy Research Initiative group, I'm doing research on designing & building a conversational, natural language programming agent used to make CS education more accessible. I also write about fairness and ethics in AI in my blog Fair Bytes.

I love hackathons and have organized 10+ hackathons (international, national, institutional, and regional). I founded and led PixelHacks, the Bay Area's first all-female high school hackathon, which is now in its 5th iteration. I also currently direct HackHarvard.

In my free time, I like to write fiction (fantasy, sci-fi, & drama) and have amassed over 200K+ readers across stories published online. I also love calligraphy, rewatching Star Wars movies, and cheering on the Golden State Warriors.

You can reach me at cyeo [at] college.harvard.edu.

Education

Harvard University

B.A./M.S. in Computer Science • 2018 - 2022 • Cambridge, MA


Experience

IBM

Research Intern • Jun 2020 to Present • Yorktown Heights, NY

MIT CS and AI Laboratory (CSAIL)

Research Assistant (HCI + NLP) • Sep 2019 to Present • Cambridge, MA

Apple

Software Engineering Intern (Xcode) • May 2019 to Aug 2019 • Cupertino, CA

TechTogether

Front-End Developer • Apr 2018 to Mar 2019 • Boston, MA

Emory University

Mathematics Research Fellow • Jun 2017 to Jul 2017 • Atlanta, GA


Community Outreach

PixelHacks

Founder & Director • Oct 2016 to Present • San Jose, CA

HackHarvard

Director • Aug 2018 to Present • Cambridge, MA


Projects

Fairness in Natural Language Generation

Feb 2020 to Present • Cambridge, MA

SafePlates

Nov 2018 to Dec 2018 • Cambridge, MA

Applying Reinforcement Learning to Creating a Math Teacher AI

Feb 2018 to Jun 2018 • Oakland, CA

Saluton: Foreign Language Chatbot

Mar 2017 • Fremont, CA

Letter Pop

Mar 2014 to Jun 2016 • San Jose, CA

Categorizing Hurricane Sandy Tweets Using Natural Language Processing

Aug 2015 • Stanford, CA


Skills


Awards


In the Media

Defining and Evaluating Fair Natural Language Generation

Catherine Yeo, Alyssa Chen
Proceedings of the The Fourth Widening Natural Language Processing Workshop at ACL (Association for Computational Linguistics) 2020

abstract PDF Talk ACL Anthology

CONVO: What does conversational programming need?

Jessica Van Brummelen, Kevin Weng, Phoebe Lin, Catherine Yeo
IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), 2020

abstract arXiv

Polynomials That Behave Like The Riemann Zeta-Function

Dean Cureton*, Catherine Yeo*
August 2017

abstract PDF

(* denotes alphabetical ordering.)