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Muusya Munywoki

Muusya Munywoki

AI Evaluation Specialist

KENYA flag
Nairobi, Kenya
$25.00/hrIntermediateCloudfactoryClickworkerData Annotation Tech

Key Skills

Software

CloudFactoryCloudFactory
ClickworkerClickworker
Data Annotation TechData Annotation Tech
MercorMercor
OneFormaOneForma
TolokaToloka

Top Subject Matter

AI-generated educational content
machine translation
instructional materials

Top Data Types

TextText
VideoVideo
AudioAudio

Top Label Types

Segmentation
Text Generation
Text Summarization
Transcription
Evaluation Rating
Data Collection

Freelancer Overview

AI Evaluation Specialist. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Education, University Studies. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateSwahiliEnglish

Labeling Experience

AI Evaluation Specialist

TextText Summarization
As an AI Evaluation Specialist, I reviewed AI-generated translations, instructional content, and model responses for accuracy and clarity. I applied structured rubrics to assess outputs and provided detailed feedback to refine training data. My work contributed to the overall quality and instructional value of AI-generated educational content. • Conducted human-in-the-loop evaluation workflows in remote, contract-based projects. • Edited and post-edited AI text outputs to ensure semantic and pedagogical accuracy. • Detected hallucinations, factual errors, and culturally inappropriate content. • Contributed to datasets and evaluation frameworks for ongoing AI training initiatives.

As an AI Evaluation Specialist, I reviewed AI-generated translations, instructional content, and model responses for accuracy and clarity. I applied structured rubrics to assess outputs and provided detailed feedback to refine training data. My work contributed to the overall quality and instructional value of AI-generated educational content. • Conducted human-in-the-loop evaluation workflows in remote, contract-based projects. • Edited and post-edited AI text outputs to ensure semantic and pedagogical accuracy. • Detected hallucinations, factual errors, and culturally inappropriate content. • Contributed to datasets and evaluation frameworks for ongoing AI training initiatives.

2021 - Present

Academic Content Reviewer

AudioTranscription
As an Academic Content Reviewer, I evaluated study materials and AI-generated explanations for accuracy and clarity in educational contexts. I ensured content alignment with learning objectives and simplified complex concepts for diverse learners. My efforts helped improve the instructional consistency and quality of AI-driven educational content. • Verified terminology, grammar, and logic in all reviewed material. • Provided structured, actionable feedback to support AI model improvement. • Emphasized pedagogical clarity and factual correctness in every task. • Worked independently within remote labeling workflows.

As an Academic Content Reviewer, I evaluated study materials and AI-generated explanations for accuracy and clarity in educational contexts. I ensured content alignment with learning objectives and simplified complex concepts for diverse learners. My efforts helped improve the instructional consistency and quality of AI-driven educational content. • Verified terminology, grammar, and logic in all reviewed material. • Provided structured, actionable feedback to support AI model improvement. • Emphasized pedagogical clarity and factual correctness in every task. • Worked independently within remote labeling workflows.

2020 - Present

Education

U

University Studies

Bachelor of Education, Curriculum and Instruction

Bachelor of Education
Not specified

Work History

I

indepedent ai and educational content specialist

ai content evaluator

NAIROBI
2020 - 2025