AI Training Expert / RLHF Annotator (OpenTrain AI & Academic Projects)
As an AI training expert, I conducted multilingual output evaluation across Arabic, French, and English content. I performed RLHF-compatible annotation workflows to rate, edit, and assess AI outputs for factual accuracy, tonal consistency, and cultural appropriateness. Iterative prompt engineering techniques were used to optimize generative model responses and improve domain relevance. • Evaluated AI-generated text for quality and domain fit • Delivered structured feedback and annotations compatible with RLHF • Validated task performance and output ratings for LLM systems • Specialized in Arabic/Darija, French, and English language assessment