Analytics & Strategy · Business Intelligence · Decision Analytics
I turn complex data into clear business decisions.
I investigate what is happening in the data, fix the logic behind the numbers, and build reporting, automation and analytics systems people can trust and use.
reporting performance improvement
BI dashboards modernized
reporting variance investigated
How I work
Between the business question and the answer.
Business problems
I start with the decision, definition, population and edge cases before choosing the reporting approach.
Reliable data
I reconcile sources, investigate mismatches and fix logic that can make a technically valid result misleading.
Useful systems
I build reporting, automation and self-service tools that reduce repeated work without hiding the business logic.
Skills
The tools behind the work.
Selected work
Five problems I worked through.
Renewal Reporting, Re-architected
Stable history, current-state logic and a much faster reporting path.
Building a Self-Service Analytics Assistant
Semantic models that translate business definitions into governed natural-language analytics.
When the Numbers Don't Match
A reporting mismatch traced back to transaction population logic.
Modernizing the BI Layer
Published data sources, cleaner dependencies and a deduplication fix.
Automating a Half-Day Reporting Workflow
Moving a large recurring Excel process toward SQL + Python automation.
Trustworthy analytics
Correct SQL is only the start.
The definition has to be right. The population has to be right. The joins have to be right. And the numbers need to reconcile.
The work I enjoy most is figuring out what happened, why it happened, and turning that into something another person can actually use.