At Ingram Micro, I worked on data and BI systems that turned high-volume B2B production data into business intelligence and executive reporting. I optimised SQL queries and PostgreSQL indexing, accelerating data extraction for reporting by 30%.
On the XVantage Campaign Analytics Suite, I designed relational data models for multi-region campaign targeting and produced summaries of revenue impact, reseller engagement, and campaign ROI. I also built internal reporting views and dashboards, and used Datadog and Postman to audit data flows and support accurate campaign metrics.
