As a Freelance Swahili Language Evaluator & Content Annotator, I evaluate AI-generated Swahili responses for correctness, clarity, and tone. I also flag grammatical errors, unnatural phrasing, and contextual inaccuracies.
As a Swahili Content & Transcription Freelancer, I produced Swahili text content and audio transcriptions, and reviewed local digital content for linguistic accuracy. I also translate between English and Swahili and participate in language data collection and annotation tasks.

