Writer Lux

Key Skills

Software

Appen

Top Subject Matter

No subject matter listed

Top Data Types

Text

Top Label Types

Evaluation Rating

Freelancer Overview

I am a detail-oriented content evaluator and AI training specialist with over three years of experience in large-scale data annotation, content review, and quality assessment. My background includes reviewing and annotating diverse digital content—text, images, and video—using proprietary evaluation software for a major social media platform. I excel at applying structured, rubric-based guidelines to thousands of tasks while maintaining consistent accuracy and high standards. My strengths include identifying subtle errors, edge cases, and inconsistencies, as well as exercising independent judgment on ambiguous or culturally sensitive materials. I am highly skilled in written communication, critical thinking, and providing structured feedback, and I thrive in fully remote, high-volume environments. Trilingual in Kikuyu, Swahili, and English, I am comfortable working with complex instructions and contributing to the development of high-quality AI training data across various domains.

Labeling Experience

Content Evaluation and Quality Rating for Social Media Platform

AppenTextEvaluation Rating

Worked as a remote content evaluator through Appen for a major social media platform for three years. Evaluated large volumes of social media posts to determine content quality, authenticity, and compliance with platform engagement policies. Used proprietary evaluation software to review text-based posts and apply structured rubric-based guidelines to rate content. Tasks required identifying subtle patterns in content, exercising independent judgment on ambiguous cases, and maintaining high accuracy across thousands of evaluations. Worked within a large-scale distributed team with strict quality standards and regular guideline updates. Maintained consistency and reliability throughout the full duration of the project.

Worked as a remote content evaluator through Appen for a major social media platform for three years. Evaluated large volumes of social media posts to determine content quality, authenticity, and compliance with platform engagement policies. Used proprietary evaluation software to review text-based posts and apply structured rubric-based guidelines to rate content. Tasks required identifying subtle patterns in content, exercising independent judgment on ambiguous cases, and maintaining high accuracy across thousands of evaluations. Worked within a large-scale distributed team with strict quality standards and regular guideline updates. Maintained consistency and reliability throughout the full duration of the project.

2023 - 2025

Education

Work History