Clyn M.

Key Skills

Software

Don't disclose

Other

Top Subject Matter

Community content moderation

AI training evaluation analogies (RLHF preference ranking)

Structured candidate assessment

Top Data Types

Text

Top Task Types

Text Generation

Freelancer Overview

Senior Community & Engagement Manager (Freelance, Remote) — content quality evaluation and rubric-based moderation perfo. Professional background includes roles such as Senior Community & Engagement Manager and Recruitment & Assessment Coordinator. Core strengths include Don't disclose and Other. Education includes Bachelor's Degree. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Text Generation.

Labeling Experience

Recruitment & Assessment Coordinator (Freelance) — structured evaluation and rubric-based assessment framework design

OtherText

Screened and evaluated candidates using structured qualitative criteria across high volumes of submissions. Converted complex evaluation requirements into clear assessment frameworks and delivered guidance through webinars. Ensured consistent application of judgment criteria to support fair, repeatable decision-making. • Applied rubics/criteria-based evaluation across many submissions • Designed and delivered assessment materials and webinars explaining evaluation frameworks • Translated qualitative standards into actionable assessment instructions • Supported high-volume, guideline-driven evaluation workflows

2023 - Present

Senior Community & Engagement Manager (Freelance, Remote) — content quality evaluation and rubric-based moderation performance training

Don't discloseText

Performed qualitative evaluation of community content using nuanced, guideline-based judgments across communities of 10,000–50,000 users. Applied rubric-based assessment to train and evaluate moderators on content decisions with emphasis on contextual reasoning rather than keyword matching. Produced and enforced structured documentation to maintain consistent quality thresholds at scale. • Moderated content quality standards and ensured instruction-following behavior • Trained/evaluated moderators using rubrics analogous to RLHF preference ranking • Conducted independent QA on digital platform content as part of ongoing moderation workflows • Worked to maintain engagement growth while sustaining evaluation quality thresholds

2023 - Present

Content & Research Contributor (Volunteer) — research and content creation with verification and quality checks

Don't discloseTextText Generation

Contributed to research and content development activities requiring fact verification and source assessment. Created and supported digital campaign materials with clear written communication. Performed structured content preparation that parallels generating and checking AI-ready text for quality. • Verified facts and assessed sources for accuracy • Produced written content for research/campaign use • Supported clear communication standards for published materials • Contributed to digital campaigns requiring reviewable, guideline-driven content

2022 - Present

Education

Work History