AI Product Understanding
AI Product Understanding
Understand feature boundaries, user pain points, and real scenarios, then translate complexity into clear communication.
Selected Work
Selected Work
Six portfolio cases covering AI product understanding, content growth, workflow automation, and AIGC planning.
This page contains case-study-ready work. It stays separate from the video archive and the experience timeline.
Proof Dimensions
What these cases prove
Selected Work is organized by capability proof rather than chronology.
Content Growth
Content Growth
Design topics, hooks, scripts, and platform content around user questions, then improve them through feedback.
Workflow Automation
Workflow Automation
Turn blog publishing, content creation, and script generation into reusable AI-assisted workflows.
AIGC Creative Workflow
AIGC Creative Workflow
Coordinate story, storyboard, style, prompts, generation, and editing in complex AIGC production.
01
AI Academic Tools Content Growth Practice
Citely / Literfy
Translated AI citation checking and literature-review workflows into topics, structures, and user-facing value communication.
AI Product UnderstandingAcademic ToolsContent Growth
- Role Fit
- AI Product Assistant / AI Product Ops / Content Growth
- My Role
- Feature understanding / Pain-point analysis / Topic planning / Blog structuring
Key Evidence
Coming soonKey evidence is being prepared
02
Xiaohongshu Growth for AI Academic Tools
小红书 AI 学术工具账号运营
Built an AI academic tools account from zero to 2,580 followers through pain-point-driven content planning.
Content GrowthUser InsightPlatform Content
- Role Fit
- AI Product Ops / Content Growth / User Operations
- My Role
- Topic planning / Titles and covers / Short-video scripts / Comment analysis
Key Evidence
AvailableGrew the account from 0 to 2,580 followers
03
Viral Short-Video Breakdown and Productized Creation Workflow
爆款短视频结构拆解与产品化创作流程
Break the source viral video into hook, pacing, structure, and conversion paths, then combine that with a product brief to generate reusable scripts, asset mapping, and rough-cut previews.
AI WorkflowVideo StrategyContent Growth
- Role Fit
- AI Product Ops / AIGC Content Planning / AI Product Assistant
- My Role
- Workflow design / Script structuring / Viral-video analysis / Productized rewriting
Key Evidence
Coming soonKey evidence is being prepared
04
Medium Blog Automation Workflow
Medium 博客自动化工作流
A repeatable workflow for Medium content around Citely and Literfy, from topic planning to review and publishing.
Content AutomationMediumAI Writing
- Role Fit
- AI Product Ops / Content Growth / Workflow Automation
- My Role
- Workflow design / Topic structure / AI generation rules / Human review
Key Evidence
Coming soonKey evidence is being prepared
05
AIGC Short Film Workflow Series
《一线万里：海丝共绣》 & 《汴京一梦》
From story concept to final edit, this series shows AIGC production through storyboard design, prompt systems, visual control, and editing integration.
AIGCStoryboardingPrompt Engineering
- Role Fit
- AIGC Content Planning / AI Creative Planning / Video Content Planning
- My Role
- Story planning / Storyboard / Prompt writing / Style control
Key Evidence
Coming soonKey evidence is being prepared
06
Selected Video Planning & Production Works
视频策划与制作作品集
An overview of video planning and production work across news, features, interviews, promos, and heritage storytelling.
Video PlanningNews ReportingPromo Content
- Role Fit
- AIGC Content Planning / Video Planning / Content Operations
- My Role
- Topic planning / Script writing / Filming support / Editing
Key Evidence
AvailablePeak views reached 200k across past media/video practice