Ethan R.

Key Skills

Software

No software listed

Top Subject Matter

AI training data quality assurance and annotation for text responses

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

No task types listed

Freelancer Overview

Data Annotator (Remote/Freelance). Professional background includes roles such as Production Runner. Education includes Certificate in Paralegal Studies, Boston University and Bachelor of Arts, University of Colorado Boulder. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Data Annotator (Remote/Freelance)

Text

Reviewed and labeled text-based AI training data according to project guidelines and rubrics to ensure accuracy and consistency. Completed evaluation of outputs, with fact and context verification research to improve label quality. Identified errors, inconsistencies, and edge cases in AI-generated responses to support higher-quality dataset construction. • Applied close attention to detail while processing large volumes of content. • Verified facts, context, and source material before finalizing annotations. • Followed evolving labeling standards across different projects. • Provided critical analysis to improve data quality through iterative labeling decisions.

2025 - Present

Education

Work History