muchiri Gift

I’m a native Swahili speaker with fluent English and about two years of hands-on experience in writing, proofreading, and AI data work. I enjoy tasks that demand real attention—catching what sounds off, spotting errors others miss, and following instructions precisely the first time.

As a Freelance Proofreader & Tutor (remote, Nairobi), I proofread Swahili and English documents for grammar, cultural accuracy, and phrasing, and tutor students one-on-one by adjusting explanations to where they get stuck. I’ve also handled data entry across multiple clients at 98% accuracy, turning work around on time while working independently and managing my own schedule.

Beyond general writing, I’ve scored and compared AI-generated responses using structured rubrics, flagged unsafe or policy-violating content, and identified hallucinations and factual errors by cross-checking claims against reliable sources. I keep annotation accuracy consistent even when guidelines shift mid-project, re-read, adjust, and keep going—because quality depends on precision.