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Rose MbiviiRM
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Rose Mbivii

@rosembivii

I evaluate AI content and annotate multimodal data using rigorous assessment and quality standards.

United Kingdom
Message

What I'm looking for

I'm looking for AI evaluation, data annotation, or quality-assurance work where I can apply structured rubrics, evidence-based judgement, and multilingual language skills to improve accurate, safe, instruction-following AI outputs.

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

MI
Current

Image Annotator

Micro 1

May 2026 - Present (4 months)

Performed image annotation and labelling to defined project specifications.

AP
Current

Language Annotator

Appen – Language Projects

Apr 2026 - Present (5 months)

Completed language annotation and evaluation tasks across multiple short-term projects.

AC
Current

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.

OS

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

OS

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

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