Matthew Mwaura
@matthewmwaura
AI data annotation specialist delivering accurate, guideline-driven datasets for high-performing machine learning.
What I'm looking for
I’m an AI Data Annotation Specialist with over two years of experience supporting AI training initiatives through data annotation, content review, quality assurance, and structured data analysis. I interpret detailed written guidelines carefully to maintain high annotation accuracy and consistent results across large-scale datasets.
In my freelance work, I annotate image, video, and text datasets for machine learning applications, then review and validate labeled datasets to ensure compliance with quality standards. I identify annotation discrepancies early, resolve inconsistencies before submission, and adapt quickly to evolving guidelines and workflows.
I also bring hands-on experience in content review and quality assurance, documenting errors and recommending corrections to improve overall dataset quality. I’m comfortable working remotely in feedback-driven environments where precision, efficiency, adaptability, and data integrity are essential.
Experience
Work history, roles, and key accomplishments
AI Data Annotation Specialist
Freelance
Jan 2024 - Present (2 years 6 months)
Annotate image, video, and text datasets according to project guidelines and perform label validation to ensure accuracy and consistency. Interpret complex instructions, resolve discrepancies, and collaborate remotely with reviewers using feedback to improve quality.
Content Review & Quality Assurance
Freelance
Jun 2023 - Dec 2023 (6 months)
Reviewed digital content and performed quality checks on annotated datasets to ensure compliance with project standards. Documented errors with recommended corrections while working independently in a remote environment under strict deadlines.
Education
Degrees, certifications, and relevant coursework
University of Eldoret
Bachelor of Science, Project Planning and Management
Earned a Bachelor of Science in Project Planning and Management from the University of Eldoret.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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