Service
Data Modeling
I transform operational data into dimensional models that keep reporting stable and analytics fast.
What I do
A strong data model is the foundation of every BI platform. I convert source complexity into practical star schemas.
- Analyze source systems and data domains
- Define dimensions, facts, and metrics clearly
- Apply Kimball principles for scalable models
- Document modeling choices for long-term maintainability
Impact
Consistent definitions
Each KPI means the same thing across reports.
Faster analytics
Teams can answer business questions with less friction.
Maintainable architecture
The model remains extensible as data and needs evolve.