Things I've helped
bring into the world.
Different problems. Different tools. The same curiosity. Products, systems, data explorations, and volunteer websites built for community organizations.
QuickerPay↗
Making money move. Making opportunity possible.
Verifast↗
Helping African businesses build trust from the first interaction.
Data explorations↗
Connecting research across 16 archive-backed dataset families.
Zeze Health↗
Engineering behind smarter diagnostic workflows.
Immobis↗
Backend systems connecting people with properties and rental services.
Eldorado Smart Payment↗
Payment gateways, financial APIs, and reliable transaction processing.
Christ Rehoboth International↗
A digital home for youth discipleship, education, and community outreach.
NEVOR Circle Foundation↗
A public platform for refugee-led community work, documentation, and participation.
Working across datasets.
The sources I've cleaned, connected, and explored.
16 dataset families. A wider perspective.
Public finance, governance, development, and health. Versions and transformed files stay grouped under their source family.
V-Dem
Institutional & governance indicators
Democracy and institutional indicators used in country-year research.
In my research archiveUNU-WIDER GRD
Government revenue data
Government revenue data across multiple releases, joined into research panels.
In my research archiveWorld Development Indicators
Economic & development indicators
World Bank indicator extracts covering economic, population, trade, and development questions.
In my research archiveWorldwide Governance Indicators
Governance estimates
Governance indicator extracts and accompanying series metadata.
In my research archiveWorld Bank CPIA
Policy & institutional ratings
Policy and institutional assessment ratings, including financial management and transparency measures.
In my research archiveIMF WEO
Macroeconomic & expenditure data
Macroeconomic series and expenditure measures from World Economic Outlook extracts.
In my research archiveIMF revenue data
Tax & non-tax revenue
IMF country-year revenue data covering income, sales, trade, property, and other revenue categories.
In my research archiveOECD Revenue Statistics
Comparable tax revenue tables
Central and general-government revenue extracts, including tax-category comparisons.
In my research archiveOECD Creditor Reporting System
Development finance flows
Granular aid-flow extracts from the OECD Creditor Reporting System.
In my research archiveSPEED
Public expenditure data
Public expenditure data organized by country, sector, and year.
In my research archivePolity V
Political regime indicators
Political regime data used alongside other institutional research sources.
In my research archiveIHME Development Assistance for Health
Health assistance flows
Development assistance for health organized by year, source, channel, and recipient.
In my research archiveIHME Health Spending
Health financing estimates
Health spending estimates across public, private, out-of-pocket, and assistance components.
In my research archiveWorld Bank Health, Nutrition & Population
Health-system indicators
Health, nutrition, and population extracts, including health expenditure indicators.
In my research archiveGlobal Tax Expenditures Database
Tax expenditure provisions
Tax expenditure provisions, revenue forgone, and beneficiary data in a GTED country extract.
In my research archiveGlobal ETR
Effective tax-rate data
Effective tax-rate series and related tax and national-account variables.
In my research archiveCIP
Additional research experience
Additional dataset experience confirmed by Parkson; the acronym is retained as supplied.
Additional experienceSixteen source families are identified in my working archive. CIP is retained separately as additional experience. This is a portfolio of work with data; source files and unpublished research are kept private.