Collaboration

Research areas

I collaborate on research design, measurement using imagery and text, and open tools, with a focus on reproducibility and interpretability.

Areas

Research areas

Concrete, research-oriented collaboration across methods, measurement, and software.

Causal design & inference

Experimental design, rerandomization, randomization tests, robustness.

Earth observation + computer vision

Outcome measurement from satellite imagery; evaluation aligned with inference.

Text-as-data & LLM evaluation

Careful measurement, leakage-aware evaluation, human comparisons.

Data linkage & organizational records

Linkage, validation, error auditing, and reusable linked datasets.

Reproducible tooling

Pipelines, documentation, and durable open-source artifacts.

Research communication

Figures, “one-pagers,” and web-native explainers that invite engagement.