Projects.
Research, working software, and communities I’ve helped build. Here’s what I contributed and where you can look closer.
Problems I work on.
TokEye
Find the structure hiding in a noisy signal.
A tool for extracting coherent and transient features from fluctuating time series—turning a crowded spectrogram into something a researcher can measure.
OracleFlow
How much better could a model still get?
A controlled setting for studying learning: separate ambiguity in the data from the error a model could still reduce.
Fusion World Model
Learn how a plasma evolves. Help shape what happens next.
A world model for fusion, built from scratch to connect diagnostic measurements, learn plasma dynamics, and support better experimental decisions.
DIII-D control
Turn a camera measurement into a control decision.
Image-based feedback for divertor detachment at DIII-D: connecting what the camera sees to how an experiment responds.

Community building 2023
Build a place for people to meet.
California Neurotechnology Conference
Started the California Neurotech Conference, a meeting place for students, researchers, and people building neurotechnology.
The conference storyMore projects & activities
Websites I maintain
Conferences & communities
NeuroTechX Competition — Best ERP
8-member NTX Competition team — 3rd internationally, Best ERP Category.
American Nuclear Society @ UCLA
Founder & president — built the UCLA chapter from scratch.
Psi Chi Research Committee, UCLA
Research coordinator — 80+ member literature reviews, year-long research program for 40+ undergrads.