Deng Huiling
AI Product Portfolio

AI PRODUCT OPERATIONS PORTFOLIO

AI Tool Operations × Product Content Ops × AIGC Workflow

Help AI ProductsBe UnderstoodBe UsedBe Shared

I turn complex AI tools into clear user scenarios, content plans, and reusable workflows so products are easier to understand, try, and keep using.

AI Tool UnderstandingScenario BreakdownProduct Content OpsAIGC Workflow
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Deng Huiling

Deng Huiling

Role Focus

AI Product OperationsAI Tool OperationsProduct Content OpsAIGC Content Planning

VERIFIED RESULTS

Verified Results

These outcomes come from real accounts, media projects, and AI academic-tool content practice, showing how I turn user scenarios, topic planning, and platform expression into trackable execution results.

0 → 2,580

Follower Growth for an AI Academic-Tools Account

Xiaohongshu | Built from zero

Planned, published, and reviewed content around paper writing, literature search, citation checks, and research-efficiency tools.

150+

Doctor explainers / surgery clips

Family Doctor Online | doctor MCN and health-content practice

Edited videos, added subtitles, made covers, adapted for platforms, and helped distribute content across channels. Additional uploads: 200+ posts/videos.

200k+

Peak Views for a Single Short Video

Wuhua County Media Center | daily news short-video practice

Worked on topic judgment, script expression, and video execution, building a sense for platform rhythm.

SELECTED CASES

Selected Cases

These three cases each represent one of my current core strengths: understanding AI products, building content workflows, and operating real user-facing scenarios.

01

AI Tool OperationsProduct Content OpsBlog Workflow

Citely / Literfy | AI Academic Tools Content Workflow & Medium Publishing

View details ↗

Around citation verification, source tracing, and literature review, this case turns complex product capability into blog topics researchers can understand and runs the flow from writing and visuals to publishing and review.

Key Actions

  • Map product functions to paper-writing, literature-search, and citation-check scenarios
  • Build blog topics, content tags, and a Medium publishing workflow
  • Review titles, tags, and topic feedback from dashboard data

Outputs & Proof

  • An English publishing path for AI academic tools
  • A reusable translation method from product features to user problems
  • Published blog posts, dashboard screenshots, and review notes can be verified

Real Preview

Medium Blog and Dashboard

Citely / Literfy | AI Academic Tools Content Workflow & Medium Publishing
Citely / Literfy | AI Academic Tools Content Workflow & Medium Publishing

02

AIGC Content PlanningAI Video PlanningWorkflow Building

AIGC Short-Video Workflow | From Structure Breakdown to Script, Shots, and Cut

View details ↗

Turns short-video creation from one-off, intuition-led work into a reusable content flow: first analyze hook, pacing, and narrative structure, then convert a brief into scripts, shot lists, asset lists, and visual previews.

Key Actions

  • Break down viral hooks, pacing, narrative structure, and transition logic
  • Turn a content brief into executable scripts and shot structures
  • Use AI tools to support visual generation, asset integration, and workflow efficiency

Outputs & Proof

  • A viral-structure breakdown template and script-generation workflow
  • A path from script to shots, assets, and preview
  • Storyboard captures, generated assets, and final clips can verify the process

Real Preview

Script, Shots, and Cut

AIGC Short-Video Workflow | From Structure Breakdown to Script, Shots, and Cut

03

AI Tool OperationsGrowthUser Feedback

Xiaohongshu AI Academic Tools Account | Content Operations from 0 to 2,580

View details ↗

Built an AI academic-tools Xiaohongshu account from zero around the needs of student and research users in paper writing, literature search, citation checking, and research efficiency, then kept iterating through topic tests, publishing, and feedback review.

Key Actions

  • Define the account position, user profile, and content directions
  • Plan topics around paper writing, literature search, and citation checking
  • Organize comment feedback into a reusable content library

Outputs & Proof

  • Account growth from 0 to about 2,580 followers
  • A stable AI academic-tools direction
  • Account screenshots, selected notes, and feedback records can be verified

Real Preview

Profile and Selected Notes

Xiaohongshu AI Academic Tools Account | Content Operations from 0 to 2,580

SELECTED WORKS

Selected Works

This gallery is reserved for real video covers, project screenshots, script samples, and AIGC workflow captures. For now it serves only as a portfolio container and does not replace the real case studies above.

EXPERIENCE

Experience

These experiences form the foundation of my transition from journalism, new-media operations, and short-video production into AI product content and workflow practice.

2025.02–2025.06

Guangzhou Family Doctor Online Information Co., Ltd.

Authoritative Content & Doctor MCN Operations Center

Doctor Video EditingHealth NotesMedical Science Content

Supported doctor-IP content operations and health-science content production, focusing on doctor-video shooting and editing, health-note content, and content support for official accounts and service accounts. Worked around doctor education, disease knowledge, and health-service scenarios, building stronger accuracy awareness for medical content, platform expression, and multi-format execution.

Output

Doctor video edits, health-science graphics/posts, and official-account / service-account content support; some pieces reached 3k+ reads.

2023.09–2023.12

Guangdong Radio & Television News Radio

News TopicsShort-Video EditingEvent Support

Supported Weibo topic research for the Guangdong News Radio account, and assisted with filming for short-video series such as Xiaolong Xinshuo as well as daily news short-video editing.

Output

Completed 14 rounds of Weibo topic research covering 66 candidates; edited 15 Douyin and WeChat Channels short videos, with peak views of 140k on a single video.

2022.07–2022.08

Wuhua County Integrated Media Center

Short-Video ShootingPost-Production EditingLocal Promotion

Worked on short-form video production across real estate, fiscal-policy communication, branded ad mini-dramas, children’s programming, and daily news, covering script writing, on-site filming support, post-production editing, and platform-copy publishing.

Output

Independently produced 23 daily-news Douyin and WeChat Channels short videos, with peak views of 200k on a single video.

2022.04–2022.10

Guangzhou Panyu University Town Science, Education, Culture & Tourism Service Center

Cultural PromotionWeChat ArticlesEditorial Production

Supported cultural-promotion content production and WeChat-article editing, handling material organization, editorial production, and publishing support.

Output

Edited 10 WeChat public-account posts, with cumulative reads of 16k+.

ABOUT

About

I graduated from Guangzhou University with a background in broadcasting and television. My earlier practice grew out of new-media operations and short-form video work: during internships at a provincial TV station and a county-level integrated media platform, I worked on topic planning, video scripts, editorial production, and account execution, which gradually shaped my sense of audience attention, content rhythm, and distribution paths.

Today, I carry that experience into AI academic tools, AI product content, and AIGC workflow practice. Rather than only explaining what a tool can do, I focus on who it serves, what problem it solves, where users are likely to get stuck, and how topics, tutorials, scripts, visuals, and automation can make a complex product easier to understand, try, and keep using.

My current practice centers on three kinds of work: breaking down user scenarios and content expression around AI academic tools; translating product functions into platform-specific plans for Xiaohongshu, blogs, and short video; and using AI plus automation to improve content production, publishing, and review. This portfolio is not a gallery of isolated outputs, but a record of how I connect product understanding, user scenarios, content expression, and execution workflows.