Evidence, programs, and products designed to clarify what matters.

An interactive dashboard for comparing multiple California fishery species, testing lagged relationships with ocean conditions, and placing empirical sensitivity alongside expert Climate Vulnerability Assessment benchmarks.

• Multi-species comparison across 76 species
• Lag profiles from 0–10 years
• Explicit separation of correlation screening and expert judgment

A data-storytelling project focused on the geography and lived consequences of housing affordability. It turns regional trends into comparisons that support clearer public discussion.

• Reproducible analysis workflow
• Regional and metropolitan comparisons
• Public-facing narrative design

Research into algorithmic bias in AI-assisted mammography screening, examining how model performance and clinical implementation can distribute benefit and risk unevenly.

• Equity-centered research framing
• Technical evidence translated for broader audiences
• Attention to deployment context, not model scores alone

Across content strategy and education programs, I have built training, measurement systems, communications, and rollout plans that helped cross-functional teams adopt new tools and ways of working.

• Programs serving 50,000+ people
• Training and reporting systems for operational change
• Agency coordination and $350K program-budget stewardship