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Hi, I’m Mary Syokau Mbithe, an AI Trainer, Writer, and LLM Data Specialist. I design prompts, evaluate AI outputs for clarity, accuracy, and language quality, and create structured data to support training and testing across multiple domains. I thrive in remote, guideline-driven environments and am committed to delivering high-quality, fact-checked content. I have a strong background in NLP workflows, data annotation, and educational content development for AI training and learning platforms. I focus on quality assurance, testing, and user-centered solutions, and I collaborate effectively with teams to translate complex ideas into clear, learner-friendly material.…Hi, I’m Mary Syokau Mbithe, an AI Trainer, Writer, and LLM Data Specialist. I design prompts, evaluate AI outputs for clarity, accuracy, and language quality, and create structured data to support training and testing across multiple domains. I thrive in remote, guideline-driven environments and am committed to delivering high-quality, fact-checked content. I have a strong background in NLP workflows, data annotation, and educational content development for AI training and learning platforms. I focus on quality assurance, testing, and user-centered solutions, and I collaborate effectively with teams to translate complex ideas into clear, learner-friendly material.

Mary Syokau Mbithe

Writer, Content Creator, Web Developer, +2

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Hi, I’m Mary Syokau Mbithe, an AI Trainer, Writer, and LLM Data Specialist. I design prompts, evaluate AI outputs for clarity, accuracy, and language quality, and create structured data to support training and testing across multiple domains. I thrive in remote, guideline-driven environments and am committed to delivering high-quality, fact-checked content. I have a strong background in NLP workflows, data annotation, and educational content development for AI training and learning platforms. I focus on quality assurance, testing, and user-centered solutions, and I collaborate effectively with teams to translate complex ideas into clear, learner-friendly material.…Hi, I’m Mary Syokau Mbithe, an AI Trainer, Writer, and LLM Data Specialist. I design prompts, evaluate AI outputs for clarity, accuracy, and language quality, and create structured data to support training and testing across multiple domains. I thrive in remote, guideline-driven environments and am committed to delivering high-quality, fact-checked content. I have a strong background in NLP workflows, data annotation, and educational content development for AI training and learning platforms. I focus on quality assurance, testing, and user-centered solutions, and I collaborate effectively with teams to translate complex ideas into clear, learner-friendly material.

Available to hire

Hi, I’m Mary Syokau Mbithe, an AI Trainer, Writer, and LLM Data Specialist. I design prompts, evaluate AI outputs for clarity, accuracy, and language quality, and create structured data to support training and testing across multiple domains. I thrive in remote, guideline-driven environments and am committed to delivering high-quality, fact-checked content.

I have a strong background in NLP workflows, data annotation, and educational content development for AI training and learning platforms. I focus on quality assurance, testing, and user-centered solutions, and I collaborate effectively with teams to translate complex ideas into clear, learner-friendly material.

Skills

Experience Level

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Work Experience

AI Trainer & Data Annotation Specialist at Remote (Client projects)

January 1, 2023 - Present

Designed and generated high-quality prompts to train AI systems across multiple domains for project-based workflows; evaluated and refined AI-generated responses for clarity, accuracy, logical consistency, and English quality; created structured prompt-response pairs for supervised fine-tuning and testing; identified model weaknesses (hallucinations, ambiguity, reasoning gaps) and improved outputs using logic and nuance.

Content Writer at Edureach

January 1, 2025 - Present

Created clear, structured educational content for digital learning platforms in English; translated complex concepts into learner-friendly explanations; ensured factual accuracy, clarity, and consistency; edited and refined content to meet quality standards and improve readability.

Task Reviewer & AI Quality Contributor at Remotasks

January 1, 2023 - January 1, 2024

Reviewed AI-generated outputs and annotations for accuracy, coherence, and compliance; provided structured feedback to improve dataset quality and model performance; maintained high accuracy in large-scale annotation tasks; detected subtle logical and linguistic errors in AI content during testing.

Transcription & Language Data Specialist

May 1, 2024 - November 1, 2024

Processed and refined datasets used in speech recognition and NLP systems for project work; ensured linguistic accuracy, clarity, and contextual correctness in English; edited and formatted text to meet strict quality and consistency standards for project-based tasks.

Software Developer & ICT Support Assistant at Kenya National Library Service (Nairobi)

May 1, 2025 - September 1, 2025

Supported digital systems and structured data workflows for project coordination; assisted in documentation and user support with English communication; simplified technical processes into clear, user-friendly communication while collaborating with the team.