At Choice Hotels International, I own monthly and quarterly performance reporting for a 76M+ member loyalty program, translating enrollment, engagement, and financial metrics into leadership-ready insights.
I redesigned reward claim-rate methodology to eliminate double-counting and reporting inconsistencies. The analysis helped validate a 6% lift in member engagement following a targeted campaign.
I led automation of recurring enrollment and performance reporting in Tableau, and I own SQL-based dashboard logic and KPI definitions across enrollment, active membership, and capture rate. I also own the CP9 audit control, partnering with Finance and Accounting to keep reconciliation processes current.
Earlier, I analyzed loyalty segments at Hilton and supported data analysis at KIPP DC Public Charter Schools, where my analysis of teacher requirements informed program adjustments that increased post-program employment by 25%.

