Logo for Shaun T. Richards—Spanish–English language consultant, editorial QA specialist, and CertTrans-accredited CIOL member.
Chartered Institute of Linguists Associate badge—CertTrans-accredited Spanish–English language consultant and editorial QA specialist.
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Language insight. Analytical precision.

AI Evaluation & Quality Assurance

Combining analytical judgement with linguistic expertise to evaluate AI-generated content, identify errors, and support improvements in model quality, accuracy, and reliability.

AI Evaluation & Verification

I evaluate AI-generated responses for factual accuracy, reasoning, relevance, instruction compliance, and overall usefulness. My work involves identifying errors, inconsistencies, unsupported claims, and other issues that affect the reliability and quality of model outputs.

 

Through structured assessments, comparative evaluations, and clear, evidence-based feedback, I help identify areas for improvement and support the refinement of AI systems across a range of tasks and subject areas.

Bilingual Spanish–English linguist and editorial QA specialist Shaun T. Richards — expert in translation, localisation, and multilingual content workflows

AI Evaluation Services

I provide structured evaluations of AI-generated content, assessing accuracy, reasoning, relevance, and instruction compliance. My work combines analytical judgement, linguistic expertise, and evidence-based feedback to identify weaknesses and support improvements in model quality and reliability.

Model Output Review

Fact-Checking & Verification

Audio & Speech Evaluation

Data Annotation & QA

Linguistic & Multimodal Quality Assurance

My quality assurance work extends beyond written text to audio, speech, images, video, and other multimodal content. Drawing on my linguistic background and practical evaluation experience, I assess accuracy, consistency, naturalness, and adherence to task-specific guidelines, identifying issues and providing clear, actionable feedback.

Linguistic Quality Review

Speech & Audio QA

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Image & Video Annotation

Annotation Consistency & QA

Notebook and pen symbolising Shaun T. Richards’ editorial approach — bilingual content strategy, localisation precision, and multilingual quality assurance

Professional Background & Credentials

My work in AI evaluation is supported by a strong foundation in professional translation, linguistic analysis, and editorial quality assurance. I hold the CIOL Level 6 Certificate in Translation (CertTrans), awarded with distinctions in both units, and the DELE C1 Spanish qualification from the Instituto Cervantes.

 

Alongside my linguistic credentials, I have practical experience evaluating AI-generated responses, verifying factual claims, assessing speech and audio quality, and reviewing multimodal content. This combination of linguistic expertise and analytical judgement informs my approach to producing accurate, consistent, and evidence-based assessments.