Selected work
Problems first. Tools second.
Five projects that show how I approach performance, data quality, self-service analytics, BI governance and automation. Company-specific details are generalized throughout.
Renewal Reporting, Re-architected
Separating stable history from current-state logic to make a critical reporting pipeline dramatically faster.
Building a Self-Service Analytics Assistant
Encoding business definitions in semantic models so natural-language analytics could return governed answers.
When the Numbers Don't Match
Tracing a material reporting difference back to transaction population logic and an upstream issue.
Modernizing the BI Layer
Moving production dashboards onto published sources while uncovering hidden deduplication logic.
Automating a Half-Day Reporting Workflow
Moving a large weekly Excel process toward a consolidated SQL + Python reporting pipeline.
More analytics work
Smaller projects, same approach.
01
Applicant data pipeline
Traced approval and status discrepancies across source systems, corrected population logic, and validated the repaired pipeline.
02
Lifetime performance
Combined legacy historical records with current warehouse data to build a more complete view of lifetime performance and milestones.
03
AI support classification
Applied AI classification to support-ticket data, assessed usage cost, backfilled records, and designed recurring reporting.
04
Incentive analytics
Translated cohort-based program rules into qualification logic across recurring incentive and recognition reporting.