Dashboarding

I build audience-first dashboards: clear KPIs up front, quick trend context, then focused drill-downs. I align visuals with a reliable semantic layer, keep performance snappy, and provide analyst-friendly exports.

• Requirements → wireframes → feedback loops with stakeholders.
• Star schema/semantic modeling for consistent metrics.
• Usability: minimal clutter, sensible defaults, tooltips for depth.
• Operations: refresh schedules, QA checks, versioned logic.