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I’m an AI content evaluator with a meticulous eye for quality and a hands-on approach to improving AI outputs through structured review, annotation, and feedback. I focus on correctness, clarity, and policy compliance to help language models perform reliably. I work well independently, meet tight deadlines, and quickly adapt to new tools and guidelines. My experience spans freelance evaluation for Outlier and image annotation for Invisible Technologies, complemented by a background in automation engineering and hospitality that taught me teamwork, communication, and fast learning.…I’m an AI content evaluator with a meticulous eye for quality and a hands-on approach to improving AI outputs through structured review, annotation, and feedback. I focus on correctness, clarity, and policy compliance to help language models perform reliably. I work well independently, meet tight deadlines, and quickly adapt to new tools and guidelines. My experience spans freelance evaluation for Outlier and image annotation for Invisible Technologies, complemented by a background in automation engineering and hospitality that taught me teamwork, communication, and fast learning.

PETER ROKKA Kilorinne

Data Annotator, Content Creator, Content Producer, +2

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I’m an AI content evaluator with a meticulous eye for quality and a hands-on approach to improving AI outputs through structured review, annotation, and feedback. I focus on correctness, clarity, and policy compliance to help language models perform reliably. I work well independently, meet tight deadlines, and quickly adapt to new tools and guidelines. My experience spans freelance evaluation for Outlier and image annotation for Invisible Technologies, complemented by a background in automation engineering and hospitality that taught me teamwork, communication, and fast learning.…I’m an AI content evaluator with a meticulous eye for quality and a hands-on approach to improving AI outputs through structured review, annotation, and feedback. I focus on correctness, clarity, and policy compliance to help language models perform reliably. I work well independently, meet tight deadlines, and quickly adapt to new tools and guidelines. My experience spans freelance evaluation for Outlier and image annotation for Invisible Technologies, complemented by a background in automation engineering and hospitality that taught me teamwork, communication, and fast learning.

Available to hire

I’m an AI content evaluator with a meticulous eye for quality and a hands-on approach to improving AI outputs through structured review, annotation, and feedback. I focus on correctness, clarity, and policy compliance to help language models perform reliably.

I work well independently, meet tight deadlines, and quickly adapt to new tools and guidelines. My experience spans freelance evaluation for Outlier and image annotation for Invisible Technologies, complemented by a background in automation engineering and hospitality that taught me teamwork, communication, and fast learning.

Language

English

Fluent

Work Experience

AI Content Evaluator (Freelance) at Outlier

December 1, 2025 - Present

Evaluate AI-generated content for correctness, clarity, and policy compliance. Provide detailed feedback to improve the performance and reliability of language models. Maintain consistency across evaluations while meeting strict deadlines. Work independently on complex tasks requiring attention to detail and analytical thinking.

AI Image Annotation Specialist at Invisible Technologies

April 1, 2024 - September 1, 2024

Annotated images following strict guidelines to ensure high data accuracy. Reviewed unclear and low-quality images, identifying key elements where AI systems struggled. Maintained consistency and precision across large datasets. Recognized for accuracy, efficiency, and timely task completion.