Built multi-layer BI dashboards, cohort tracking, and revenue systems. Defined KPI frameworks and standardized reporting processes to improve scalability.

Designed and scaled internal data architecture, BI dashboards, KPI frameworks, and standardized reporting for executive strategy and investor reporting.

Full P&L ownership, implemented operational monitoring systems, and designed infrastructure for project tracking.

Built tech services company from zero, implemented financial dashboards, and designed project tracking frameworks for delivery and profitability.

Built dashboards to support expansion, led growth analytics and operational strategy.

Led operations and analytics, built acquisition and retention dashboards for data-driven expansion.