Zhe Zhang

Machine learning for real control rooms · SLAC

project2021–2025

Badger

ML optimization for accelerator control rooms — in daily use at 7+ facilities.

project2025–

Otter

A Claude Code agent that runs accelerator tuning shifts under operator approval.

research2025–

DAMA-BAX & mpBAX

Bayesian Algorithm Execution for storage-ring design — 40–90× fewer simulations.

project2025–2026

RAG chatbot for research groups

Plug-and-play research assistant, evaluated on every answer.

project2019–2021

Teeport

Break the wall between optimization algorithms and problems.

research2019–2022

MG-GPO & RCDS-S

GP-guided and safety-constrained online optimization on the live SPEAR3 ring.

research2022–2024

CoAD

Label-free anomaly detection from coincident signals across subsystems.

research2024

ReconNN

One forward pass instead of 500 gradient steps — neutrino event reconstruction.

project2026–

quantecho

Self-hosted full-stack platform with a Python backtest lab.

project2025–

BigWaves Pattern Inspector

What happens after the market drops? An event-study tool, live 12+ months.

design2026

Integrity Deck · 草木本心

54 cards designed with AI, shipped as one 84 KB page.