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Hezeng Liu

AI-Assisted Text Content Analysis and Information Organization (Personal Practice)

China flagchengdu, China
$10.00/hrEntry LevelOtherOneformaToloka

Key Skills

Software

Other
OneFormaOneForma
TolokaToloka
TelusTelus

Top Subject Matter

AI-generated content analysis and optimization

Top Data Types

TextText
ImageImage
AudioAudio

Top Task Types

Data Collection
Question Answering
Text Generation
Transcription

Freelancer Overview

AI-Assisted Text Content Analysis and Information Organization (Personal Practice). Core strengths include Other. Education includes Bachelor of Science, Southwestern University of Finance and Economics (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Entry LevelEnglishChinese MandarinWu Including Shanghainese

Labeling Experience

AI-Assisted Text Content Analysis and Information Organization (Personal Practice)

OtherText
I used AI tools to analyze, organize, and summarize commercial and informational texts as part of my academic and personal practice. This process included multi-model comparison, fact-checking, and logical sorting of AI-generated content. The work focused on evaluating and restructuring AI outputs to improve clarity and completeness of information expression. • Regularly utilized GPT, DeepSeek, and similar models for content processing tasks. • Conducted iterative review and assessment of AI-generated text for accuracy and relevance. • Optimized text structure and expression to meet academic and informational needs. • Supported the overall improvement of AI-generated content quality through structured feedback.

I used AI tools to analyze, organize, and summarize commercial and informational texts as part of my academic and personal practice. This process included multi-model comparison, fact-checking, and logical sorting of AI-generated content. The work focused on evaluating and restructuring AI outputs to improve clarity and completeness of information expression. • Regularly utilized GPT, DeepSeek, and similar models for content processing tasks. • Conducted iterative review and assessment of AI-generated text for accuracy and relevance. • Optimized text structure and expression to meet academic and informational needs. • Supported the overall improvement of AI-generated content quality through structured feedback.

2022 - Present

Education

S

Southwestern University of Finance and Economics

Bachelor of Science, Supply Chain Management

Bachelor of Science
2024

Work History

E

expert platform

AI Training Data Specialist

chengdu
2025 - 2026