Wrote SQL queries — SELECT, JOINs, GROUP BY, aggregations — to extract and validate sales and inventory data. Output fed directly into reporting dashboards and operational decision-making for a $1M+ startup.

Built QBR/YBR dashboards consolidating KPIs, delivery metrics, and risk indicators across 38+ global programs. Enabled executive-level decision-making through clear, real-time data visualisation.

Built Python scripts (Pandas, openpyxl) and VBA macros to automate KPI aggregation, status report generation, and delivery tracking — eliminating 5,200+ manual hours per year and improving accuracy.

Managed a $13M+ enterprise portfolio spanning 38+ global clients and 75+ languages. 99% on-time delivery. Led a 9-person PM team through governance, KPI alignment, and SLA adherence at scale.

Led enterprise-wide Azure DevOps rollout across global delivery teams — standardising lifecycle tracking, sprint workflows, and reporting across 38+ client programs.

Translating 8 years of PM execution into practical workshops for students and early professionals. Defining session structure, real-world case studies, and delivery model. Building in public.