方圆郑

Key Skills

Software

Other

Top Subject Matter

E-commerce Livestream Operations and Dialogue Data

Top Data Types

Text

Image

Video

Top Task Types

Question Answering

Text Generation

Freelancer Overview

AI Training-Related Livestream Data Structuring and Evaluation (Anta Zhejiang Adult Douyin Division). Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, 洛阳师范学院 (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Training-Related Livestream Data Structuring and Evaluation (Anta Zhejiang Adult Douyin Division)

Text

As a livestream operations specialist closely tied to AI training workflows, I structured unstructured livestream dialogues and operational strategies for reference in building AI training datasets. I monitored and evaluated user dialogues and high-frequency 'Bad Cases,' aligning this work with AI trainer responsibilities such as dialogue analysis and case identification. I contributed to knowledge base structuring by organizing business scripts and SOPs for AI/model learning purposes. • Real-time monitoring and evaluation of livestream chat data to identify key operational issues. • Compilation and structuring of product pitch scripts and business procedures for guided knowledge base input. • Synchronized feedback on user interaction data to inform prompt optimization and model adjustment. • Utilized data analysis skills and streaming platform backends to inform and rate operational outcomes.

2024 - Present

Education

Work History