Across RWS Moravia TrainAI Community, Appen/CrowdGen, and Oneforma (Centific), I contribute to AI language evaluation and data labelling for English–Swahili (Kenya) projects. I review translated text for accuracy and meaning transfer, categorise content quality, and select preferred outputs.
On Appen/CrowdGen projects, I compare AI-generated content against source material and identify discrepancies, omissions, and hallucinations. I apply structured annotation methods to support consistency in NLP training datasets.
As an active Data Services Specialist with RWS Moravia TrainAI Community (Workzone), I’m enrolled in AI and machine-learning data projects aligned with Swahili (Kenya). I’ve also completed supplier onboarding with RWS Moravia for linguistic services, translation review, QA, and AI language data tasks.
My IT background includes an IT Support / Helpdesk Internship at Mwala Hospital, where I resolved hardware and software issues and worked on LAN configuration. I’ve also built an Airbnb clone with Python and Flask, and a custom UNIX shell in C.

