
Bilingual English–Japanese language specialist with over 10 years of experience including working in Japan. Experienced in rating and evaluating AI model outputs to support the training and improvement of AI systems, with strong expertise in accurate, context-aware translation and subtitling that preserves tone, style, and intent.