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Amber Randall

AI Content Evaluator / Quality Rater (Freelance)

USA flagAnnapolis, Usa
$18.00/hrExpertOtherAws SagemakerClickworker

Key Skills

Software

Other
AWS SageMakerAWS SageMaker
ClickworkerClickworker
Data Annotation TechData Annotation Tech
Micro1
RemotasksRemotasks
TelusTelus

Top Subject Matter

AI Content Evaluation
QA & Data Quality
Legal Services & Contract Review

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

SegmentationSegmentation
ClassificationClassification
Text GenerationText Generation
Text SummarizationText Summarization
Question AnsweringQuestion Answering
Evaluation/RatingEvaluation/Rating
TranscriptionTranscription
Data CollectionData Collection
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

AI Content Evaluator / Quality Rater (Freelance). Core strengths include Other. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

ExpertEnglish

Labeling Experience

AI Content Evaluator / Quality Rater (Freelance)

OtherText
Evaluated AI-generated text, image, and search-based outputs for accuracy, clarity, and guideline compliance. Rated digital content using structured instructions and strict standards to enhance AI model performance. Identified and flagged harmful or low-quality responses, providing detailed feedback for model improvement. • Completed evaluations across multiple platforms and tools • Achieved 98%+ accuracy in both English and target language • Maintained high consistency and productivity targets • Provided corrective feedback to optimize AI outputs

Evaluated AI-generated text, image, and search-based outputs for accuracy, clarity, and guideline compliance. Rated digital content using structured instructions and strict standards to enhance AI model performance. Identified and flagged harmful or low-quality responses, providing detailed feedback for model improvement. • Completed evaluations across multiple platforms and tools • Achieved 98%+ accuracy in both English and target language • Maintained high consistency and productivity targets • Provided corrective feedback to optimize AI outputs

2023 - Present

QA & Data Quality Assistant

OtherText
Reviewed digital datasets for errors, inconsistencies, and missing information as part of QA processes. Ensured data met formatting and policy standards prior to submission for model training or evaluation. Flagged recurring patterns and contributed to guideline improvements for data integrity. • Performed manual QA checks on digital content • Documented QA outcomes to support data quality • Contributed feedback to enhance data labeling guidelines • Ensured compliance with policy standards in data reviews

Reviewed digital datasets for errors, inconsistencies, and missing information as part of QA processes. Ensured data met formatting and policy standards prior to submission for model training or evaluation. Flagged recurring patterns and contributed to guideline improvements for data integrity. • Performed manual QA checks on digital content • Documented QA outcomes to support data quality • Contributed feedback to enhance data labeling guidelines • Ensured compliance with policy standards in data reviews

2023 - 2024

Education

T

Thomas Edison State University

BSET, Engineering and Mathematics

BSET
2025 - 2026

Work History

F

Freelance

AI Content Evaluator / Quality Rater (Freelance)

Remote
2023 - Present
A

Amazon

QA & Data Quality Assistant

Nashville
2023 - 2024