DBTB INT Morgan Keys r
summary
Built a set of data interfaces at OpenGov that parse messy ledgers and render local government accounting data into interactive views, developed over six to twelve months and demoed successfully to attendees. Claims include surfacing spending patterns and making previously unusable records explorable; work focuses on cleaning mappings and UX rather than ML, and demonstrates that careful parsing plus simple visualizations can bring federal-level tools to city budgets and reveal actionable anomalies.
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