Super C.

Key Skills

Software

Other

Top Subject Matter

AI response and content evaluation

user feedback categorization

localization review

Top Data Types

Text

Document

Top Task Types

Classification

RLHF

Data Collection

Freelancer Overview

System Designer — Content evaluation and issue categorization (Guangzhou Junhai Technology Co., Ltd.). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Computer Science and Technology, Nandan Institute College, Sun Yat-sen University (2020). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Independent AI response evaluator and content reviewer (freelance/remote)

OtherTextRLHF

Performed independent AI response evaluation and content review based on structured rubric criteria. Conducted preference-style assessments and response-ranking oriented evaluation aligned with RLHF fundamentals. Used annotation guidelines and reasoning quality checks to support consistent judgments. • Evaluated AI responses for accuracy, completeness, relevance, safety, and reasoning quality. • Performed response ranking and preference evaluation tasks. • Applied annotation guidelines for consistent review. • Participated in RLHF-oriented response evaluation workflows.

2020 - Present

System Designer — Rule-system design supporting content evaluation quality (Guangzhou Leniu Technology Co., Ltd.)

OtherTextData Collection

Built and maintained complex rule-based systems to support consistent content evaluation and configuration quality. Analyzed user behavior data to implement optimization strategies and improve rule performance. Managed large-scale configuration datasets and ensured quality consistency across workflows. • Designed rule-based systems and monetization frameworks. • Implemented optimization strategies from user behavior analytics. • Managed large-scale configuration data and ensured quality consistency. • Produced detailed specifications, workflows, and quality documentation.

2023 - 2026

System Designer — Content evaluation and issue categorization (Guangzhou Junhai Technology Co., Ltd.)

OtherText

Evaluated product and user feedback content to identify patterns and root causes for quality improvements. Performed categorization of operational issues and feedback types to support downstream analysis and localization reviews. Supported standardized documentation for consistent execution across stakeholders. • Analyzed user feedback categories and issue themes. • Performed quantitative and qualitative performance evaluation. • Assisted overseas localization content adaptation reviews. • Produced standardized documentation and execution guidelines.

2021 - 2023

System Designer — Quality reviews and issue analysis (Guangzhou Fangju Technology Co., Ltd.)

OtherTextClassification

Conducted structured testing and quality reviews of system outputs to ensure delivery quality. Performed issue analysis and generated analytical reports based on competitive research findings. Collaborated with cross-functional teams to refine workflows and maintain review standards. • Conducted structured testing and quality reviews. • Performed issue analysis and root-cause identification. • Produced analytical reports and evaluation documentation. • Coordinated with functional teams to ensure delivery quality.

2020 - 2021

Education

Work History