Anass K.

Native Moroccan Arabic (Darija) speaker and fluent French/English QA tester specializing in multilingual AI evaluation, localization quality, and manual testing I am able to evaluate AI-generated responses and identify issues related to language quality, localization, flow, meaning, accuracy, relevance, clarity, and instruction-following. I also identify usability and functional issues in websites and apps. Some of the localization and AI evaluation work I do includes assessing the quality of AI responses, identifying issues related to mixed-language content, and testing chatbots and virtual assistants for context loss, hallucinations, weak responses, broken flows, and user journey issues. I identify functional and usability issues in websites and apps, review forms and navigation, assess responsive behavior, and check whether components and features function as intended. I also evaluate the quality and appropriateness of customer-facing content. I annotate and review data based on defined rules and guidelines, including labeling, categorization, and quality control. I also provide QA reports with clear reproduction steps, screenshots, severity, and expected versus actual behavior. Languages: Arabic / Moroccan Darija — Native | French — Fluent | English — Fluent I work carefully with detailed guidelines, structured evaluation criteria, and repetitive quality-review tasks. I identify what is wrong, explain it clearly, and provide feedback in a format that is easy for a team to act on.