Built for SHEIN's next chapter: as de minimis ends and fulfillment localizes in North America, I turn warehouse metrics into lower cost-per-unit.
为 SHEIN 的下一阶段而来：随着小额免税取消、北美履约本地化，我把仓库指标转化为更低的单件成本。
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。
Multi-agent intelligence monitoring KPIs across inbound, outbound, inventory, labor, and cost, turning reactive dashboards into proactive action plans. Issue detection from hours to minutes.
FulfillmentWarehouse operations intelligence: automated task planning, worker performance tracking, and dynamic fee configuration across multi-site fulfillment.
Last MileBuilt Hong Kong's largest last-mile network, 1,000+ lockers, 11M parcels/year, from zero to market leader in 5 years. SLA up 30%, op-cost down 25%.
Agentic AIAgentic AI for product management: a multi-agent system (PM · Engineer · Analyst) that turns PRDs, roadmap, and SQL into structured context AI can act on, lifting decision velocity and cross-functional alignment.
Operational tools I build and run today, monitoring real warehouse KPIs. These are live systems on the on-site network, walked through during the interview.
SOP Manual: a full WMS operating-manual navigation site (coverage matrix plus search) spanning inbound, outbound, return, stocktake, transfer, manufacture, and cross-cutting flows, viewable online. The Live Demo Hub runs on the local network during the on-site demo (private IP, not reachable over the public internet).