Vivian
(Ziyi) Ye
Product management & AI workflows
Research, requirements and real-world delivery.
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Selected work
All 8 casesHR onboarding agent
Turn repeated onboarding paperwork into one intake, field mapping and a human-reviewed document workflow.
Lumni
Define user problems, measurable quality criteria and feedback priorities for a college-application platform.
Product & operations
Publishing workflows, shared views and commerce operations.
AI-assisted publishing workflow
Defined a scheduled website publishing workflow and configured agent capabilities and the site connection with Customer Success.
Shared operations dashboard
Specified shared dashboard views to support publishing reviews and follow-up planning across performance, competitors and operating status.
Luxury Space digital operations
Organized e-commerce information, captured B2B workflow needs and proposed unified inventory management across four U.S. stores.
Brand and growth
Social media & content
Connect weekly account operations with a breakout organic Reel and a separate paid campaign example.
Integrated campaigns
Connect paid digital awareness, a factory event and follow-up while keeping each result’s scope clear.
SEO & GEO content workflow
Turn buyer questions and real company evidence into useful content with one consistent six-step workflow.
Let’s talk about the work.
Interested in product management and marketing opportunities involving user research, AI-assisted workflows and digital products.