Hi! My name is Nathan Barry!#
Welcome to my corner of the internet! Salutations! Callooh! Callay!
I’m a CS graduate student at UT Austin and am interested in systems and machine learning. I love working on hard problems with great people. Occasionally, I write about things that interest me.
Below are some of the things I’ve been doing:
| Currently | |
|---|---|
| Aug 2024 - Present | Finishing my Master’s of Science in CS @ UT Austin |
| Aug 2025 - Present | A Graduate Researcher at UT Austin, working on diffusion language models and previously distributed low-communication training |
| Previously | |
|---|---|
| Feb 2026 | Won both the Neo Prize and the Most Creative Prize at TreeHacks 2026. Built diffuji, a diffusion-powered instant camera |
| Oct 2025 | Placed for the Play-Do Prize at Cal Hacks 2025. Built Curserve, a coding agent serving framework with significantly faster end-to-end generation |
| May 2025 - Aug 2025 | Worked at Apple as a Machine Learning Intern, working on time-series forecasting for predictive autoscaling |
| Jun 2025 | Attended Y Combinator’s first AI Startup School (and other summer events) |
| Aug 2021 - May 2025 | Finished my Bachelor’s of Science in CS and Math @ UT Austin |
| Apr 2025 | Won the Austin Meta 8VC Hackathon. Built an auto-debugging LLM agent (CLI tool and VSCode extension) that used GDB for you |
| Nov 2021 - Jan 2025 | Worked at multiple startups as a Software Engineer, doing Rust and TypeScript full-stack development and Python machine learning and robotics work |
| Feb 2024 - Sep 2024 | Was an Undergraduate Researcher at UT Austin, working on ML infrastructure for LLM dataset contamination research |
| May 2022 | Participated in the Z fellows program |
Life#
Outside of school and work, I enjoy reading, pickleball, badminton, climbing, pool, and playing the guitar! I also love doing hackathons with friends! I’ve won or placed in every hackathon I’ve participated in so far.
I think that the spirit of my life philosophy is tersely captured by the quote below, which I came across in the book The Empire of Pain.
“I believe that a man should strive for only one thing in life, and that is to have a touch of greatness” — FĂ©lix MartĂ-Ibåñez
While the previous quote expresses the grand and aspirational, the following gives the humbling required dose of conscientiousness.
“The thoughts of others
ââWere light and fleeting,
Of lovers’ meeting
ââOr luck or fame.
Mine were of trouble
ââAnd mine were steady;
So I was ready
ââWhen trouble came.â — A.E. Housman
Throughout the years, I’ve tried to collect and curate pieces of text I enjoy.
Personal Records#
Here is a list of some personal feats I’ve done (featuring the impressive and the useless).
| Event | Record |
|---|---|
| Mile | 4:28 |
| 2 Mile | 9:51 |
| 5k | 15:56 |
| Bench | 275 lbs |
| Bouldering Grade | V8 |
| Starcraft 2 Rank | Diamond (Protoss) |
| Balls Juggled | 4 |
| Bowling Score | 203 (my proudest one!) |