Portfolio
Workflow / system viewAI Workflow & Content Production Complete Project Portfolio.
Covering four projects: Knowledge Content AI Production System, Local Content Growth System, Local Productivity Tools, and AIGC Video Pipeline, with workflow blueprints, process screenshots, and video samples.
OPS-01 · 2026
Knowledge Content AI Production System
AI workflow builder / Local tools / Production system
Challenge
Finance content needs high-frequency, stable, reviewable production. Manual workflows were bottlenecked by topics, scripts, asset prep, generation, naming, and distribution.
Approach
Split the process into topic pools, script templates, media processing, AI generation, human review, distribution, and archives. Workflow platforms and cloud media services carried core nodes, while LLM assistants and local tools supported scripts, batch handling, and helper software.
Outcome
Created a team-usable AI production system supporting 150 videos per day, with prompt templates, SOPs, review rules, and local tools that reduce reliance on individual expertise.
BIZ-02 · 2024-2026
Local Lifestyle Content Growth System
Project lead / Content ops / SOP design
Challenge
Local lifestyle content needs were fragmented, with different aesthetics and conversion goals. Delivery had to be fast while still supporting account growth, campaign rhythm, and reviews.
Approach
Built SOPs from scene research, scripts, shooting, editing, publishing cadence, and data review, turning high-performing structures, campaign scripts, and live methods into reusable templates.
Outcome
Turned short-video delivery from one-off creation into a repeatable content workflow, forming the business base for later AI automation.
TOOL-03 · 2026
Local Productivity and Batch Content Tools
Requirement mapping / Tool building / Process optimization
Challenge
After AI production scales, the bottleneck is often not generation but file organization, rule execution, quality checks, and handoffs.
Approach
Used LLM coding assistants to rapidly build local utilities and batch scripts, productizing frequent actions such as video ID extraction, draft creation, duration calculation, batch rendering, and run logs while aligning them with SOPs, prompt templates, and review rules.
Outcome
Extended AI workflows beyond generation into the small daily operations teams actually face, improving adoption, stability, and handoff quality.
VID-04 · 2025-2026
AI Video Production Pipeline
Toolchain / Scripts / Editing
Challenge
AI video tools are abundant, but without scripts, storyboards, asset standards, editing rhythm, and review rules, output becomes uncontrolled trial and error.
Approach
Separated scripts, storyboards, image generation, video generation, voice, lip sync, editing, and color into reusable steps so AI tools support commercial delivery instead of isolated experiments.
Outcome
Built an AIGC video method suitable for commercial videos, knowledge explainers, campaign promos, and scaled content production.
Work Samples
AI Workflow
Knowledge Content System
2026
Production System
150/day Production Chain
2026
Tooling
Local Productivity Tools
2026
Growth
Content Growth Review
2025
Video
AIGC Video Pipeline
2025
Process Asset
Content SOP and Review Rules
2024
Key Metrics
Daily video capacity
150videos/day
Knowledge content workflow
Content growth
30+accounts
Local content operation experience
Content shipped
200+short videos
Script, shoot, edit, publish loop
Efficiency gain
60%faster
Via SOP and AI workflow redesign
Skill Matrix
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