I’m a computational behavior scientist with 15+ years building tools that model complex, ambiguous systems. I am currently a Senior Research Fellow at the Adam Claridge-Chang Lab.
Recent
- Apr 2026 LSSmScarlet3 paper posted to bioRxiv.
- Mar 2026 Octopamine-driven feeding paper posted to bioRxiv.
- Jan 2026 DABEST 2.0 paper posted to bioRxiv.
Getting Over ANOVA
DABEST2 — a framework that replaces p-values with bootstrap confidence intervals and effect size estimation for multiplex comparisons, following the 2,000+ citations predecessor DABEST. Binary significance testing gives you vibes. Estimation gives you evidence.
What Is a Hungry Fly?
Tracking thousands of Drosophila across millions of frames to understand how serotonin implements hunger states. Custom hardware, computer vision, 17 behavioural metrics, high-dimensional statistics. The question: how do you know if a manipulation actually changed the state, or just one metric?
Four Agents, No Ground Truth
A biologist, a bioinformatician, a reviewer, and an editor — all LLMs, arguing about a manuscript. The easy part was building it. The hard part: how do you know it’s accurate? how much does a human have to sit on the loop? Coming soon…