At TripGuide, I used booking patterns to reshape tour packages and pricing, growing the platform to 27K bookings from a 15K user base with a 72% conversion rate. I also identified customer segments and tailored offerings, increasing retention by 36%.
At EgyptAir Duty Free, I analysed SKU-level sales and inventory in SAP and Excel to guide stock orders and product displays for a store generating $4.8M in annual revenue. I’ve also analysed financial operations at BNP Paribas, where I processed and settled daily FX and metals transactions and built an Excel dashboard to classify CRD transactions by required action.

