Projects

A collection of my work spanning AI/ML, web development, and interactive experiences.

BreakingWeb

Constructing challenging browser-use tasks by controlled environment interventions — matched clean/intervention task pairs that measure the cost of each intervention and isolate the primary recovery demand on web agents.

AI AgentsBenchmarkingWeb AgentsEvaluation

ComponentBench

A benchmark diagnosing where computer-use agents fail inside modern UI components — 2,900+ tasks across 97 component types, with human baselines and per-family failure analysis.

Computer-Use AgentsBenchmarkingUI ComponentsEvaluation

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