Key Skills

Software

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Top Subject Matter

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Top Data Types

Document

Image

Text

Top Label Types

Classification

Translation Localization

Freelancer Overview

I am a detail-oriented professional with hands-on experience in AI training data tasks, including data labeling, annotation, and quality review. My background spans text classification, ranking, and evaluation, where I consistently apply analytical reasoning to assess nuanced scenarios, detect errors, and ensure guideline compliance. I have a strong track record of evaluating AI-generated outputs for accuracy, tone, and logical consistency, as well as identifying bias, factual inaccuracies, and edge cases. With a foundation in safety-critical environments and structured documentation, I excel at delivering high-quality, objective judgments and structured feedback to improve model performance. I am fluent in English and Norwegian, work independently with a high degree of confidentiality, and am comfortable with remote or project-based assignments.

Labeling Experience

Education

Work History