Research-oriented writer and qualitative annotator with hands-on experience in AI training, content evaluation, and long-form dialogue analysis. Background in Healthcare Management, with strong interdisciplinary training in communication, behavioral analysis, and structured research methodologies. Previously contributed to large-scale AI training initiatives, where I specialized in evaluating, labeling, and refining long-form conversational data, prompt-response structures, and narrative coherence. Experienced in applying complex annotation guidelines, developing qualitative rubrics, and ensuring high standards of linguistic accuracy, rhetorical clarity, and data consistency. Skilled in transcript analysis, narrative arc identification, speaker role classification, and conversational structure mapping. Adept at identifying discourse patterns such as reframing, synthesis, challenge-response dynamics, and exploratory dialogue flows. With a strong foundation in research thinking from healthcare management studies and applied experience in AI data annotation and content quality review, I bring a rigorous, detail-oriented, and analytical approach to qualitative labeling projects. Comfortable working in distributed research teams and contributing constructive feedback to improve annotation frameworks and schema design.

Rachel Chen

Research-oriented writer and qualitative annotator with hands-on experience in AI training, content evaluation, and long-form dialogue analysis. Background in Healthcare Management, with strong interdisciplinary training in communication, behavioral analysis, and structured research methodologies. Previously contributed to large-scale AI training initiatives, where I specialized in evaluating, labeling, and refining long-form conversational data, prompt-response structures, and narrative coherence. Experienced in applying complex annotation guidelines, developing qualitative rubrics, and ensuring high standards of linguistic accuracy, rhetorical clarity, and data consistency. Skilled in transcript analysis, narrative arc identification, speaker role classification, and conversational structure mapping. Adept at identifying discourse patterns such as reframing, synthesis, challenge-response dynamics, and exploratory dialogue flows. With a strong foundation in research thinking from healthcare management studies and applied experience in AI data annotation and content quality review, I bring a rigorous, detail-oriented, and analytical approach to qualitative labeling projects. Comfortable working in distributed research teams and contributing constructive feedback to improve annotation frameworks and schema design.

Available to hire

Research-oriented writer and qualitative annotator with hands-on experience in AI training, content evaluation, and long-form dialogue analysis. Background in Healthcare Management, with strong interdisciplinary training in communication, behavioral analysis, and structured research methodologies.

Previously contributed to large-scale AI training initiatives, where I specialized in evaluating, labeling, and refining long-form conversational data, prompt-response structures, and narrative coherence. Experienced in applying complex annotation guidelines, developing qualitative rubrics, and ensuring high standards of linguistic accuracy, rhetorical clarity, and data consistency.

Skilled in transcript analysis, narrative arc identification, speaker role classification, and conversational structure mapping. Adept at identifying discourse patterns such as reframing, synthesis, challenge-response dynamics, and exploratory dialogue flows.

With a strong foundation in research thinking from healthcare management studies and applied experience in AI data annotation and content quality review, I bring a rigorous, detail-oriented, and analytical approach to qualitative labeling projects. Comfortable working in distributed research teams and contributing constructive feedback to improve annotation frameworks and schema design.

See more

Language

English
Fluent
Chinese
Fluent
Korean
Beginner
Spanish; Castilian
Intermediate

Work Experience

AI Prompt & Rubric Writer at Dataanotation
October 24, 2025 - Present
-Designed and wrote high-quality prompts, evaluation rubrics, and instructional guidelines to train and fine-tune AI models for various domains (e.g., education, language, business writing). -Translated complex domain knowledge into clear, structured tasks that accurately reflect real-world problem-solving and reasoning. -Collaborated with linguists, annotators, and project managers to ensure task clarity, consistency, and alignment with project goals. -Reviewed and improved AI-generated outputs, providing detailed feedback and quality ratings based on accuracy, logic, creativity, and tone. -Conducted quality assurance and peer review to maintain data integrity and high annotation standards. -Helped optimize AI understanding of human intent by crafting diverse and challenging scenarios for model evaluation and response testing.
Senior High School English Teacher at Entopia AI English Training Institute
June 28, 2024 - October 24, 2025
Taught English at the senior high school level; contributed to curriculum development and language instruction using AI-enhanced resources.
Freelance Online Writer at Self-Employed / Freelance
October 16, 2016 - September 18, 2021
Produced high-volume original articles, commentary, and serialized fiction for major media platforms; edited and optimized content for clarity, logic flow, and audience engagement; collaborated with editors to ensure content quality and brand consistency; built a personal portfolio with sustained readership and long-term traffic growth.

Education

Health Care Management at Anshan Normal University
June 1, 2023 - June 1, 2027

Qualifications

Health care Management
January 1, 2023 - January 1, 2027

Industry Experience

Education, Media & Entertainment, Software & Internet, Professional Services, Other