At Mindrift and Atlas Capture, I contribute to LLM development by evaluating and ranking model outputs for accuracy, tone, and naturalness. I also label video and audio data, achieving the stated 95%+ accuracy rate.
As a Freelance Linguistic Reviewer, I review translation and localization projects and assess text and audio for cultural relevance and linguistic precision in Swahili and English. My work draws on native Swahili fluency, including regional dialects, and experience identifying accents and speech patterns.

