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@stanuser3

I improve AI training data through precise annotation, linguistic evaluation, and quality review.

Kenya
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What I'm looking for

I'm looking for AI data, linguistic, or language-quality work where I can improve model outputs, support culturally relevant AI, and apply careful annotation, evaluation, translation, and transcription skills.

At Sama, I annotate computer vision, NLP, and speech-recognition datasets for major AI models, evaluate generated responses for accuracy, safety, clarity, and cultural alignment, and maintain a 97% internal accuracy score. I also help document annotation guidelines and improve labeling consistency for new annotators.

I've transcribed more than 300 hours of English and Swahili audio at 98% accuracy, translated and normalized content for Kenyan-focused AI models, and bring full-stack development training in Python, databases, REST APIs, and web applications.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

Moringa School logoMS

Moringa School

Certificate in Software Engineering, Software Engineering

2022 - 2023

Completed a Software Engineering program specializing in full-stack development, covering web development, Python, and databases. Developed REST APIs, data pipelines, and web applications, including a capstone project on a feedback-classification web tool.

Kenyatta University logoKU

Kenyatta University

Bachelor of Arts, Communication and Linguistics

2017 - 2021

Earned a Bachelor of Arts in Communication and Linguistics, with coursework in communication studies, applied linguistics, research methods, and language structure. Completed a final year project on language use in digital communication among Kenyan youth.

Tech stack

Software and tools used professionally

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