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Anthony W.

Anthony W.

Freelance AI Contributor (Remote) — ongoing AI response evaluation and feedback

Kenya flagNairobi, Kenya

Key Skills

Software

Don't disclose
Other

Top Subject Matter

AI response evaluation for language models
Written content review and guideline compliance for AI/LLM workflows
Legal Services & Contract Review

Top Data Types

TextText
DocumentDocument

Top Task Types

ClassificationClassification

Freelancer Overview

Freelance Data Annotation Contributor (Remote). Professional background includes roles such as AI Response Evaluator and Content Reviewer. Core strengths include Other. AI-training focus includes data types such as Text and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

Freelance AI Contributor (Remote)

OtherTextText

Evaluated AI-generated content for accuracy and relevance against project quality standards. Conducted data validation and content review to support reliable training outcomes. Contributed human feedback intended to improve AI model performance. • Reviewed AI-generated outputs for correctness • Applied project guidelines and quality criteria • Performed validation and content checks • Fed back insights to enhance model performance

2024 - Present

Freelance Data Annotation Contributor (Remote)

OtherTextTextClassificationClassification

Provided text data labeling and content categorization according to project guidelines. Ensured each labeled item matched the required categories and followed annotation instructions. Performed review and corrections to remove inconsistencies before submission. • Labeled and categorized text content for AI training • Verified accuracy and guideline compliance • Identified and corrected data inconsistencies • Maintained consistency across remote tasks

2024 - Present

Freelance Content Reviewer (Remote) — ongoing written content evaluation and fact-checking

Don't discloseTextTextClassificationClassification

You reviewed written content to assess clarity, accuracy, and compliance with predefined guidelines. You conducted research to verify information and support content quality before finalizing judgments. Your work emphasized attention to detail and consistency when evaluating independently. • Clarity-focused review of written content • Accuracy and compliance checking • Internet research for fact verification • Independent QA-style content quality assurance

Present

Freelance AI Contributor (Remote) — ongoing AI response evaluation and feedback

Don't discloseTextText

You evaluated AI-generated written responses for quality, relevance, and accuracy while following detailed rubric-like guidelines. You compared multiple candidate responses and selected the most appropriate output based on the provided criteria. You then reported issues such as factual, grammatical, and logical inconsistencies to support higher-quality AI responses. • Quality/relevance/accuracy evaluation • Comparison of alternative responses • Identification of factual/grammar/logic inconsistencies • Guideline-based consistent scoring and feedback

Present

Education

B

Bachelor's Degree (Bachelor of Computer Science) in the University of Nairobi

Degree not specified

Not specified
Not specified

Work History

F

Freelance

Content Reviewer (Freelance)

Nairobi
2020 - Present
F

Freelance

AI Response Evaluator (Freelance)

Nairobi
2020 - Present