ONESMUS KITHOME
@onesmuskithome
AI Data Specialist specializing in prompt engineering, PRP/RLHF evaluation, and safe, policy-aligned model training.
What I'm looking for
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
AI Language Trainer
Handshake AI
Jan 2026 - Present (4 months)
Performed AI language training focused on evaluation and data annotation. Applied prompt engineering and model evaluation workflows to maintain consistent output quality across assigned projects.
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.
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
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.
Kenya Institute Of Management
Human Resource Management
Completed human resource management education at the Kenya Institute of Management in Nanyuki, graduating in 2024.
Availability
Location
Authorized to work in
Job categories
Skills
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