Yoran K.

Key Skills

Software

No software listed

Top Subject Matter

Self-media content generation compliance (Douyin/Xiaohongshu)

Video prompt optimization for real-person compliant generation

High-throughput AI image generation within a compliance-driven content pipeline

Top Data Types

Text

Video

Image

Document

Top Task Types

Text Generation

Prompt + Response Writing (SFT)

Function Calling

Freelancer Overview

AI self-media agent workflow for copywriting generation and compliant output optimization. Core strengths include Codex and GitHub. Education includes Bachelor of Business Administration, Guangdong University of Finance & Economics (2022). AI-training focus includes data types such as Text, Video, and Image and labeling workflows including Text Generation, Prompt + Response Writing (SFT), and Function Calling.

Labeling Experience

AI self-media agent workflow for automated image generation at scale

ImageFunction Calling

Automated image generation as part of a broader self-media agent pipeline that covered copywriting, images, and video. Used prompt-driven generation steps and workflow automation to increase throughput of compliant creative assets. Monitored operational feedback to guide iterative improvements across the content production loop. • Produced image assets through end-to-end automation • Coordinated image generation with copywriting and video steps • Used data feedback to refine generation strategies • Supported high-volume daily output of graphics/videos

2018 - 2022

AI agent workflow integration for video prompt optimization and compliance

VideoPrompt + Response Writing (SFT)

Developed AI-assisted workflows that produce and refine real-person video prompts for platform video compliance. Integrated GitHub open-source skills into agent workflows to optimize video prompting within tight iteration cycles. Emphasized compliance-aware prompt optimization to improve review outcomes and reduce non-compliant outputs. • Optimized real-person video prompts using deployed Skills • Integrated GitHub open-source Skills into agent workflows • Targeted Douyin video compliance in generated outputs • Rapidly completed Skill integration into workflows within 48 hours

2018 - 2022

AI self-media agent workflow for copywriting generation and compliant output optimization

TextText Generation

Built an end-to-end AI content production workflow to generate platform-specific copy for multi-platform self-media use. Focused on iterating prompts and generation strategies based on operational feedback from A/B testing to raise engagement and approval outcomes. Applied platform compliance requirements during copy creation to ensure the output met Douyin and Xiaohongshu standards. • Used Codex-driven generation workflows for automated copywriting • Iterated prompts using engagement/conversion metrics from experiments • Applied Douyin and Xiaohongshu copywriting compliance checks • Achieved 95%+ content review approval rate for generated content

2018 - 2022

Education

Work History