About Qing
Growth operator working across ecommerce, ads, AI, and product.
I build and write about growth systems, AI tools, and ecommerce execution.
What I focus on
This site is where I collect my thinking, experiments, and tools around modern growth: ecommerce execution, paid media discipline, AI workflows, and product systems.
Strategy and execution
My work sits between strategy and execution: understanding markets, diagnosing growth problems, building systems, and turning field experience into practical tools and notes.
Operating leverage
Ecommerce teams have a constant stream of customer language, campaign data, creative tests, and funnel signals. AI is useful when it helps operators turn that messy input into clearer decisions.