Engineering Manager at Shopify, leading the Tools team that maintains and scales the Shopify Data Platform transforming 1+ PB/day. Former Genesys senior manager for a multi-tenant analytics & reporting platform deployed across multi-region AWS. Passionate about mentorship, scalable data systems, and governance. Off-hours: Dad to Daaniyal, husband to Fatema, The Office rewatcher, and cricket lover.