Work
Selected engagements in analytics infrastructure, data reconciliation, and applied AI. Client identities are withheld under confidentiality obligations; sectors and methods are described as delivered.
Federal public health communications
Pipeline continuity under infrastructure failure
When an authentication change severed the warehouse-to-reporting connection, an interim pipeline kept executive dashboards current until access was restored.
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Federal communications operations
Reconciling conflicting record counts across systems
Three systems reported three different totals for the same records. Tracing each discrepancy to its origin produced one number that holds at audit.
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National public health communications
Sentiment measurement at scale
A multi-stage NLP pipeline measuring public response across channels at a volume manual review cannot reach, with results that can be re-derived, not just trusted.
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