Ryan Chan

As de minimis ends, SHEIN is localizing North American fulfillment, making warehouse efficiency and cost-per-unit central to the business. For 15+ years I've turned inbound, outbound, inventory, and labor metrics into measurable wins, working data-first and on the floor with operators. I don't just optimize processes; I build the KPI and data layer that tells you what to improve and proves it worked. That is exactly the continuous-improvement challenge I want to own here.

随着小额免税政策取消，SHEIN 正在把北美履约本地化，这让仓库效率和单件成本成为业务的核心。15 年来，我一直把入库、出库、库存和人力指标转化为可衡量的成果，以数据为先、扎根一线。我不只是优化流程，更会搭建 KPI 和数据体系，告诉你该改什么、并用数据证明改对了。这正是我想在这里承担的持续改进挑战。