
Where is the AI?
If intelligent alien civilizations and recursively self-improving AI exist, why hasn't superintelligent AI conquered the universe?
Hello! I'm an undergraduate student at UW's Allen School of Computer Science in Seattle, WA.
Through my work, I hope to answer two questions:
How can machine learning help us understand how genetic variation shapes human biology?
How do we ensure that AI benefits humanity?
I think these are two of the most pressing questions of the century, and I hope to spend a good part of my life working on them.
Right now, I'm particularly interested in applying AI to genomics. One long-term goal of mine is to generate high-quality embedding representations for every possible SNP in the human genome.
Previously, I was a researcher at the Makeability Lab, where I led the RampNet project under the guidance of Prof. Jon Froehlich.
Feel free to email me about anything at hi@johnomeara.com. If you're unsure whether to reach out, please err on the side of doing so!

If intelligent alien civilizations and recursively self-improving AI exist, why hasn't superintelligent AI conquered the universe?
Exploratory experiments on dataset breadth, parameter count, track diversity, and transformer depth in sequence-to-omics models.


Scaling curb ramp detection with open government data and street-level imagery.

Extracurriculars.org was a project I led that made niche, high-ROI extracurricular activities more accessible to the everyday student.

Our competitive SAT studying game, SATShark, secured a 1st place victory against 140 other competitors at the 2024 HackPNW Spring hackathon.

CHI · 2026
Jared Hwang, John O’Meara, Zeyu Wang, Jasmine Zhang, and Jon E. Froehlich

ICCV CV4A11y Workshop · 2025
John O’Meara, Jared Hwang, Zeyu Wang, Mikey Saugstad, and Jon E. Froehlich