Collins Mugi
@collinsmugi
I improve AI training data through precise video annotation, caption review, and quality assurance.
KenyaWhat I'm looking for
At Micro1, I reviewed and corrected AI-generated hand-movement annotations for a robotics training project, validating actions, hand usage, object details, sequencing, and timestamps against video evidence. I also identified recurring model failures and provided structured feedback to improve annotation quality.
I've built strong accuracy and review discipline through transcription and editing work, maintaining approximately 98% QA accuracy in insurance transcription and earning 99% clean-verbatim accuracy at Rev.com. I bring careful timestamping, speaker attribution, rubric adherence, and clear written editing to high-volume AI training and annotation workflows.
Experience
Work history, roles, and key accomplishments
Reviewed and corrected AI-generated captions and annotations of human hand movements for a robotics training project, ensuring accuracy in action, object, and timestamp details. Provided structured feedback on recurring model errors to improve annotation quality.
Education
Degrees, certifications, and relevant coursework
Pan Africa Christian University
Master of Arts, Counseling Psychology
Grade: 3.71
Pursuing a Master of Arts in Counseling Psychology with a current GPA of 3.71, expected to graduate in 2027.
Technical University of Kenya
Bachelor of Real Estate, Real Estate
2014 - 2019
Grade: Second Class Honors (Upper Division)
Earned a Bachelor of Real Estate with Second Class Honors (Upper Division) from 2014 to 2019.
Tech stack
Software and tools used professionally
Availability
Location
KenyaAuthorized to work in
Social media
Job categories
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