Complexity Insights
Work in the open. Papers, pipelines, models.
The current portfolio — what's live, what's in the pipeline, and roughly when it lands. Everything here follows the same rule: reproducible methods, real data, and findings you can interrogate.
Banking deserts in America
Spatial and network analysis of financial-access gaps — a bivariate choropleth of 3,200+ U.S. counties mapping FDIC branch density against median household income, with interactive map, methodology, and findings.
Data ingestion for ABMs
Multi-layer scraping, cleaning, and standardization built to feed agent-based models with reproducible, versioned economic inputs.
Global recession formation
Heterogeneous agents, network transmission, and regime-dependent dynamics — simulating how real-world recessions take shape.
How to survive a recession
Household and firm resilience when averages stop working and regime change rewrites the playbook.
Why traditional models miss systemic risk
Independence is a convenient assumption. Real markets are interconnected — and small shocks cascade.
Reading the green. More in the works.
Research doesn't ship on a content calendar. Pipeline pieces land here as they clear the same bar as everything above — reproducible, documented, worth your time.
Want early drafts and working notes? They surface first on the Substack.