Hey, I'm Kyle

I'm a rising sophomore at Caltech studying Applied Computational Mathematics and minoring in Computer Science

Always happy to chat. Reach me at kyleberkson@gmail.com or kberkson@caltech.edu.

Kyle Berkson

Interests

I’m interested in scalable ways to recover signal from noisy or undersampled data. Lately that means inverse imaging (NeRF/EHT-style reconstruction) and time-series modeling for sensor data—change-points, spectral features, and simple state-space models. I’m also interested in quant finance: factor discovery, risk decomposition, and robust decision rules.

Current work

I'm a co-founder of Nexa (YC S25). We're building microchips and an end-to-end platform for cattle health monitoring and early disease detection.

Summer Undergraduate Research Fellow (SURF) at Caltech, working on developing a novel uncertainty quantification framework for ill-posed inverse problems under NeRF-based architecture.

Previously

Machine learning engineer @ Shiboleth (YC W24).
Developed an open-source bioreactor @ University of Utah.