
Rose Mbivii
@rosembivii
I evaluate AI content and annotate multimodal data using rigorous assessment and quality standards.
What I'm looking for
I'm applying over 30 years of assessment and quality-assurance experience to AI evaluation, content labelling, and data annotation.
On Aether at Outlier.ai, I evaluated multimodal AI tasks including image-based question design, chart and photograph analysis, and search-relevance judging. I use structured rubrics to assess objectivity, reasoning depth, accuracy, safety, and answer format.
Across Micro 1 and Appen Crowdgen projects, I annotate and label images, evaluate data quality, and follow project specifications closely. I also complete language annotation and evaluation work across Appen language projects.
Previously, as Deputy Head Teacher at Oliver Goldsmith Primary School, I led curriculum, assessment, safeguarding, and whole-school quality assurance. I bring evidence-based decision-making, consistent standards, and fluent English, Kikuyu, and Swahili to multilingual AI work.
Experience
Work history, roles, and key accomplishments
Image Annotator
Micro 1
May 2026 - Present (4 months)
Performed image annotation and labelling to defined project specifications.
Language Annotator
Appen – Language Projects
Apr 2026 - Present (5 months)
Completed language annotation and evaluation tasks across multiple short-term projects.
Data Annotator
Appen – Crowdgen
Apr 2026 - Present (5 months)
Performed data annotation and quality evaluation, and raised and resolved a formal payment discrepancy through structured written correspondence with the platform helpdesk.
AI Content Labeler
Aether (Outlier.ai)
Mar 2026 - Jul 2026 (4 months)
Conducted AI evaluation and quality assessment across multimodal tasks, including image-based question design, chart and photograph analysis, and search-relevance judging, applying structured rubrics for objectivity, reasoning depth, and answer format.
Deputy Head Teacher
Oliver Goldsmith Primary School
Jan 2001 - Dec 2021 (20 years 11 months)
Led curriculum, assessment, safeguarding, and whole-school quality assurance for a large primary school. Analysed pupil performance data to drive evidence-based improvement decisions and mentored teaching staff to ensure consistent application of assessment standards.
Education
Degrees, certifications, and relevant coursework
Oliver Goldsmith Primary School
Bachelor of Education, Education
2001 - 2021
Served as Deputy Head Teacher, leading curriculum, assessment, and quality assurance for a large primary school.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Social media
Skills
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