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Linus UserLU
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Linus User

@linususer

AI trainer and data annotator specializing in LLM prompts and dataset quality.

Kenya
Message

What I'm looking for

I seek roles where I can apply prompt engineering and annotation expertise to improve model performance, work collaboratively with AI teams, and grow in machine learning and data quality responsibilities.

I am an AI Trainer and Data Annotator with strong academic grounding in computer science and ongoing postgraduate studies in Information Technology. I specialize in prompt engineering, dataset labeling, AI response analysis, and improving model accuracy through structured feedback.

In freelance roles I have completed over 1,500+ annotation tasks across text, sentiment, and image classification, evaluated LLM outputs for clarity, bias, safety, and performed data cleaning, rewriting, summarization, and transcription to maintain high-quality training data.

I bring practical experience with annotation platforms and AI tools, a focus on quality assurance, and clear communication skills to collaborate effectively with AI teams and contribute to reliable, scalable ML systems.

Experience

Work history, roles, and key accomplishments

FR
Current

AI Trainer / Data Annotator

Freelance

Jan 2022 - Present (3 years 11 months)

Created and evaluated prompts for LLM training and labeled 1,500+ high-quality datasets for text, sentiment, and image classification, improving model accuracy and reducing bias. Reviewed AI outputs for clarity, safety, and reliability while providing structured feedback to AI teams.

Education

Degrees, certifications, and relevant coursework

Kenyatta University logoKU

Kenyatta University

Master of Science, Information Technology

2023 -

Pursuing a Master of Science in Information Technology with advanced study in IT topics and applied research.

Jomo Kenyatta University of Agriculture and Technology logoJT

Jomo Kenyatta University of Agriculture and Technology

Bachelor of Science, Computer Science

2018 - 2022

Completed a Bachelor of Science in Computer Science with coursework in programming, data structures, and computing fundamentals.

MS

Moi Forces High School

Kenya Certificate of Secondary Education (KCSE), Secondary Education

Completed Kenya Certificate of Secondary Education (KCSE) in 2013.

MC

Moi Educational Center

Kenya Certificate of Primary Education (KCPE), Primary Education

Completed Kenya Certificate of Primary Education (KCPE) in 2009.

Tech stack

Software and tools used professionally

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Linus User - AI Trainer / Data Annotator - Freelance | Himalayas