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Ronny Ouko

@ronnyouko

I’m an AI trainer and data annotator who delivers consistent, high-quality labeled data for NLP models.

Kenya
Message

What I'm looking for

I’m looking for a role where I can annotate and evaluate AI content using clear guidelines, maintain high-quality and consistent datasets, and collaborate to improve NLP models and immersive world-building.

I have an extensive background in improving the performance of AI models by providing high-quality data annotation, content analysis, and evaluation, with over 4 years in practice. I’m a careful data annotator and AI trainer, known for meeting high-quality standards and maintaining consistency in data while collaborating with other interdisciplinary teams to support AI model development and world-building projects.

In my work, I annotate and review AI-generated content—including dialogue, quests, scenes, and character interactions—and evaluate AI responses against predefined quality, relevance, and accuracy guidelines. I also support immersive world-building by refining character profiles, narrative details, and environmental descriptions, and I continuously improve annotation guidelines based on quality review findings.

Experience

Work history, roles, and key accomplishments

RE
Current

Data Annotator & AI Trainer

Remote

Jan 2022 - Present (4 years 2 months)

Annotated and reviewed AI-generated dialogues, quests, scenes, and character interactions, ensuring responses met predefined quality, relevance, and accuracy guidelines. Supported immersive world-building by refining character profiles, narrative details, and environmental descriptions.

AP

Content Reviewer & Data Specialist

AI Training Projects

Jan 2020 - Dec 2021 (1 year 11 months)

Labeled and categorized text data for NLP and conversational AI models and reviewed AI outputs for tone, bias, clarity, and contextual relevance. Maintained high annotation accuracy across large repetitive datasets and updated annotation guidelines based on quality review findings.

Education

Degrees, certifications, and relevant coursework

University of Nairobi logoUN

University of Nairobi

Bachelor of Information Technology, Information Technology

2018 - 2022

Bachelor’s degree in Information Technology with a focus on Data and AI, including Natural Language Processing (NLP), data annotation and labeling, AI fundamentals, data analysis, quality assurance, and human-computer interaction.

Tech stack

Software and tools used professionally

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