• Design realistic Professional and Technical Services scenarios in Japanese or English grounded in Japanese operational contexts (e.g., financial audits, software development workflows, IT operations, legal documentation, project delivery, stakeholder communication, compliance reviews) • Adapt structured evaluation rubrics for analytical reasoning, technical problem-solving, project coordination, and professional decision-making tasks • Review AI and human-generated responses for factual accuracy, professional standards, technical quality, and operational realism • Contribute to “gold standard” solutions reflecting best practices across Indian professional services, legal operations, accounting, project management, and technology environments

• Create realistic, domain-specific tasks in the target language reflecting local natural sciences practices • Adapt and apply clear scoring rubrics to evaluate AI-generated and human responses • Review and score submissions for accuracy, regulatory alignment, and professional quality • Provide expert feedback and contribute to high-quality “gold standard” solutions

• Design realistic healthcare and social assistance scenarios in Japanese reflecting the target locale clinical and administrative settings (e.g., patient intake, care coordination, hospital operations, nursing workflows) • Develop structured evaluation rubrics for assessing clinical reasoning, administrative accuracy, and patient safety considerations • Review and score AI and human-generated responses for medical correctness, operational feasibility, and communication quality • Contribute to “gold standard” answers aligned with best practices in healthcare delivery and patient safety • Ensure cultural and contextual appropriateness in target language healthcare environments, including hospital workflows and regulatory expectations

• Voice Samples • Voice profile: • Natural sounding • Correct diction and articulation