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Peter PaulPP
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Peter Paul

@peterpaul

AI QA Trainer and multilingual LLM evaluation specialist focused on accuracy, grounding, and quality compliance.

Kenya
Message

What I'm looking for

I’m looking for remote, deadline-driven AI QA work where I can build rubric-based scoring, run hallucination/grounding checks, and train reviewers to improve multilingual LLM quality with clear, reproducible bug reports.

I assess AI-generated language output for accuracy, factual consistency, and quality compliance. I bring a structured QA methodology—rubric design, pass/fail scoring, and reproducible error documentation—so teams can reliably detect and fix issues in LLM responses.

I’m a multilingual AI QA specialist with native-level fluency across English and French, applying rigorous cross-lingual testing of LLM reasoning, grounding, and tone fidelity. I verify outputs against source context and conversation history to surface unsupported or fabricated claims using hallucination-detection and grounding checks.

Across 6+ years of evaluation work, I’ve authored high-signal feedback reports that highlight recurring error patterns, support retraining and prompt refinement, and mirror root-cause bug reporting for LLM QA pipelines. I also train junior reviewers to reduce inter-rater variance, maintain strong on-time completion performance, and support bias/fairness sensitivity through structured rubric-based scoring.

Experience

Work history, roles, and key accomplishments

FP
Current

AI QA Language Evaluator

Freelance / Remote AI Projects

Jan 2021 - Present (5 years 5 months)

Evaluated multilingual LLM outputs for accuracy, factual consistency, and tone/style compliance using structured rubrics and pass/fail severity scoring, delivering >98% on-time, high-accuracy results. Produced reproducible error reports using grounding and hallucination checks against source context to support retraining and prompt refinement.

NI

Language Specialist & Reviewer

Nairobi Language Institute

Mar 2018 - Dec 2020 (2 years 9 months)

Built and applied evaluation rubrics to assess language quality across legal, academic, and technical content, running regression-style reviews to confirm revisions resolved prior errors. Trained junior reviewers on criteria-based evaluation to reduce inter-rater variance and produced detailed quality documentation with error typologies and severity levels.

KS

Bilingual Communications Officer

Kenya National Bureau of Statistics

Jun 2015 - Feb 2018 (2 years 8 months)

Reviewed bilingual official communications for factual accuracy and policy compliance prior to release, applying strict institutional style and terminology standards. Coordinated remote, deadline-driven workflows with stakeholders to ensure documentation readiness and compliance.

Education

Degrees, certifications, and relevant coursework

University of Nairobi logoUN

University of Nairobi

Master of Arts, Translation & Linguistics

2016 -

Earned a Master of Arts in Translation & Linguistics at the University of Nairobi. Academic background supporting multilingual language evaluation work.

Kenyatta University logoKU

Kenyatta University

Bachelor of Arts, Linguistics & Communication Studies

2014 -

Earned a Bachelor of Arts in Linguistics & Communication Studies at Kenyatta University. Foundation in linguistics and communication supporting later language QA and evaluation.

Tech stack

Software and tools used professionally

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