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ONESMUS KITHOME

@onesmuskithome

AI Data Specialist specializing in prompt engineering, PRP/RLHF evaluation, and safe, policy-aligned model training.

Kenya
Message

What I'm looking for

I’m looking for remote, impact-focused work where I can evaluate and improve LLM outputs through prompt engineering and PRP/RLHF methods—ensuring accuracy, safety, and policy alignment while collaborating with responsible AI teams.

I am a detail-oriented AI Data Specialist with experience in AI training, prompt engineering, and written content evaluation. I craft high-quality, policy-aligned responses for AI training datasets and apply Reinforcement Learning from Human Feedback (RLHF) frameworks.

In my current roles, I write Prompt–Response–Preference (PRP) pairs to train and fine-tune LLMs, and I evaluate AI-generated responses for accuracy, tone, safety, helpfulness, and policy compliance. I provide structured feedback to improve model performance by ranking and comparing model outputs.

I also support consistent quality expectations across remote, asynchronous projects—maintaining steady output quality scores and applying model evaluation, data annotation, and prompt engineering practices. I collaborate with AI teams and the broader AI community to share best practices, raise quality flags, and iterate on guidelines.

I bring strong written communication and judgment in evaluating model output for safety, coherence, and alignment with complex policy requirements. My professional ethos is committed to responsible, ethical, and safe AI development.

Experience

Work history, roles, and key accomplishments

OA
Current

Data Annotator

Outlier AI

Jun 2025 - Present (11 months)

Wrote high-quality Prompt–Response–Preference (PRP) pairs to train and fine-tune LLMs. Evaluated responses for accuracy, tone, safety, helpfulness, and policy compliance and provided RLHF feedback to improve model performance.

OP

AI Prompt Engineer

OpenAI

Jan 2025 - Dec 2025 (11 months)

Crafted specific instructions to guide AI models toward accurate, relevant, and safe responses. Helped ensure production applications used specific model snapshots for consistent user experiences.

Education

Degrees, certifications, and relevant coursework

HB

Human Resource Management Proffesionals Education Board

Certification in Human Resource Professionals, Human Resources

Ongoing certification in human resource professionals through the Human Resource Management Professionals Education Board in Nairobi, Kenya.

KM

Kenya Institute Of Management

Human Resource Management

Completed human resource management education at the Kenya Institute of Management in Nanyuki, graduating in 2024.

Tech stack

Software and tools used professionally

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