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I am a detail-oriented freelance professional with experience in audio transcription, data annotation, AI training projects, and online research. As a native Swahili speaker with excellent English communication skills, I specialize in delivering accurate, high-quality work while meeting strict deadlines. Over the years, I have worked on various remote projects involving transcription, content evaluation, data labeling, search relevance assessment, and language-related tasks. My experience has strengthened my ability to follow complex guidelines, maintain consistency, and produce reliable results with minimal supervision. What sets me apart is my strong attention to detail, commitment to quality, and ability to adapt quickly to new tools and project requirements. I am highly organized, dependable, and dedicated to helping clients achieve their goals through accurate and efficient work. I am always eager to take on new challenges and contribute to projects that require precision, language expertise, and a strong work ethic.…I am a detail-oriented freelance professional with experience in audio transcription, data annotation, AI training projects, and online research. As a native Swahili speaker with excellent English communication skills, I specialize in delivering accurate, high-quality work while meeting strict deadlines. Over the years, I have worked on various remote projects involving transcription, content evaluation, data labeling, search relevance assessment, and language-related tasks. My experience has strengthened my ability to follow complex guidelines, maintain consistency, and produce reliable results with minimal supervision. What sets me apart is my strong attention to detail, commitment to quality, and ability to adapt quickly to new tools and project requirements. I am highly organized, dependable, and dedicated to helping clients achieve their goals through accurate and efficient work. I am always eager to take on new challenges and contribute to projects that require precision, language expertise, and a strong work ethic.

Faith Munga

Data Annotator, Data Scientist, QA Engineer, +2

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I am a detail-oriented freelance professional with experience in audio transcription, data annotation, AI training projects, and online research. As a native Swahili speaker with excellent English communication skills, I specialize in delivering accurate, high-quality work while meeting strict deadlines. Over the years, I have worked on various remote projects involving transcription, content evaluation, data labeling, search relevance assessment, and language-related tasks. My experience has strengthened my ability to follow complex guidelines, maintain consistency, and produce reliable results with minimal supervision. What sets me apart is my strong attention to detail, commitment to quality, and ability to adapt quickly to new tools and project requirements. I am highly organized, dependable, and dedicated to helping clients achieve their goals through accurate and efficient work. I am always eager to take on new challenges and contribute to projects that require precision, language expertise, and a strong work ethic.…I am a detail-oriented freelance professional with experience in audio transcription, data annotation, AI training projects, and online research. As a native Swahili speaker with excellent English communication skills, I specialize in delivering accurate, high-quality work while meeting strict deadlines. Over the years, I have worked on various remote projects involving transcription, content evaluation, data labeling, search relevance assessment, and language-related tasks. My experience has strengthened my ability to follow complex guidelines, maintain consistency, and produce reliable results with minimal supervision. What sets me apart is my strong attention to detail, commitment to quality, and ability to adapt quickly to new tools and project requirements. I am highly organized, dependable, and dedicated to helping clients achieve their goals through accurate and efficient work. I am always eager to take on new challenges and contribute to projects that require precision, language expertise, and a strong work ethic.

Available to hire

I am a detail-oriented freelance professional with experience in audio transcription, data annotation, AI training projects, and online research. As a native Swahili speaker with excellent English communication skills, I specialize in delivering accurate, high-quality work while meeting strict deadlines.

Over the years, I have worked on various remote projects involving transcription, content evaluation, data labeling, search relevance assessment, and language-related tasks. My experience has strengthened my ability to follow complex guidelines, maintain consistency, and produce reliable results with minimal supervision.

What sets me apart is my strong attention to detail, commitment to quality, and ability to adapt quickly to new tools and project requirements. I am highly organized, dependable, and dedicated to helping clients achieve their goals through accurate and efficient work.

I am always eager to take on new challenges and contribute to projects that require precision, language expertise, and a strong work ethic.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Beginner

Beginner

Language

English

Fluent

Swahili

Fluent

Kikuyu, Gikuyu

Fluent

Work Experience

AI Data Annotator at CloudFactory

January 1, 2021 - July 1, 2024

Annotated multilingual datasets (English and Swahili) for AI training; Performed search relevance evaluation and content classification; Completed ranking and pairwise comparison tasks; Maintained over 95% accuracy in high-volume annotation workflows; Identified inconsistencies and edge cases in AI outputs.

AI Data Annotator / Trust & Safety Evaluator at Glassdoor

January 1, 2020 - January 1, 2026

Evaluated AI-generated content for relevance, accuracy, and compliance; Performed content moderation and basic fact-checking; Ensured adherence to safety and quality standards; Worked in secure remote AI evaluation environments.

Data Annotator at Data Annotation 4U

January 1, 2024 - July 1, 2025

Labeled text and image datasets for machine learning models; Performed structured tagging and classification tasks; Conducted ranking and comparison evaluations; Ensured data quality and strict guideline compliance.