Young M.

Key Skills

Software

No software listed

Top Subject Matter

Creative Writing & Media Production

Cross-border E-commerce & Digital Marketing

Cross-cultural Communication & Localization

Top Data Types

Text

Image

Top Task Types

Prompt + Response Writing (SFT)

Text Generation

Question Answering

Text Summarization

Evaluation/Rating

Freelancer Overview

Project Lead / Creative Producer — Short-form Drama Production. Brings 16+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include DeepSeek, Doubao, and ChatGPT. Education includes Bachelor of Arts, Sichuan International Studies University. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

Cross-Platform AI Output Evaluation & Prompt Testing

TextPrompt + Response Writing (SFT)

Regularly test prompts across multiple AI platforms (ChatGPT, Gemini, DeepSeek, Doubao, Qwen, Yuanbao) for content generation tasks ranging from ad copy and brand positioning statements to market research summaries. Compare responses side-by-side, evaluating for accuracy, relevance, tone consistency, and cultural appropriateness for English-speaking audiences. Apply personal scoring frameworks to rank outputs and identify which models excel at which content types. This ongoing practice mirrors LLM comparative evaluation and RLHF ranking workflows.

2023 - Present

Short-Form Drama Script Evaluation & Quality Ranking

TextEvaluation/Rating

Screen 20+ script submissions per production cycle against structured market-viability criteria: hook effectiveness (first 3 seconds), emotional resonance, genre convention adherence, character development quality, dialogue naturalness, and production feasibility. Score and rank each submission to determine which scripts advance to production. Write detailed evaluation notes justifying each ranking decision. This evaluative workflow — structured criteria, multi-dimensional scoring, written justification — directly mirrors creative writing evaluation and content quality ranking tasks required in LLM training.

2025 - Present

AI-Assisted Market Intelligence Data Verification & Categorization

TextText Summarization

Used ChatGPT and DeepSeek to generate competitive landscape analyses, consumer trend reports, and market entry briefs for the North American jewelry market. Manually verified, corrected, and re-categorized AI-generated outputs — checking factual accuracy, identifying hallucinations, correcting industry terminology, and restructuring categories for actionable business use. This human-in-the-loop verification cycle directly parallels the quality assurance stage of AI training data production, where human reviewers correct and refine model-generated labels and classifications.

2022 - 2025

Large-Scale Social Media Content Quality Auditing for Brand Partnerships

ImageEvaluation/Rating

Audited and quality-assessed content from 500+ Instagram and social media creators for brand partnership suitability. Each creator was evaluated against a structured criteria set: visual consistency, audience engagement authenticity, brand tone alignment, content originality, and commercial viability. Maintained detailed evaluation spreadsheets to refine scoring criteria over time. This large-scale content audit workflow is functionally equivalent to content annotation, quality labeling, and multi-criteria scoring — core skills in AI training data pipelines.

2017 - 2022

Education

Work History