Across Appen, OneForma, Clickworker, CrowdGen, Telus International, and Neevo, I review and label text, audio, and image data for AI training projects.
I also transcribe Arabic audio, collect voice and speech data, and evaluate AI-generated content for accuracy, relevance, and cultural context while following project guidelines and quality standards.

