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Frankline MutumaFM
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Frankline Mutuma

@franklinemutuma

AI annotation specialist driving LLM quality through labeling, evaluation, and automation.

Kenya
Message

What I'm looking for

I seek remote roles where I can improve LLM quality through annotation, evaluation, and automation, with collaborative teams and growth opportunities.

I am a detail-oriented AI Annotation and Data Labeling Specialist with 3+ years supporting machine learning development for global teams. I specialize in AI data labeling, LLM evaluation, prompt engineering, and generalist reasoning tasks.

I have applied Python, Java, and JavaScript to automate workflows and improve annotation accuracy, and I consistently deliver high-quality, guideline-compliant outputs while meeting productivity targets. My experience includes search relevance evaluation, prompt ranking, entity extraction, classification, synthetic data creation, and fact-checking for model refinement.

I thrive in remote, collaborative environments, contribute to QA and workflow improvements, and communicate technical findings through clear analytical writing to help teams scale model training and evaluation processes.

Experience

Work history, roles, and key accomplishments

OU

AI Annotator & Generalist

Outlier.ai

Jan 2022 - Dec 2024 (2 years 11 months)

Executed high-precision NLP annotations (entity extraction, classification) and contributed to prompt engineering, model testing, and synthetic data creation while building automation scripts to improve processing efficiency and performing reasoning and fact-checking tasks.

Education

Degrees, certifications, and relevant coursework

Jomo Kenyatta University of Agriculture and Technology logoJT

Jomo Kenyatta University of Agriculture and Technology

Bachelor of Science, Information Technology

Completed a Bachelor of Science in Information Technology with coursework focused on programming, systems, and applied IT practices; graduated in 2015.

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