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Shreef M. — Mid-Level Multilingual AI Quality Assurance Specialist from Egypt

Shreef M.

Mid-Level Multilingual AI Quality Assurance Specialist

Egypt 3-6 years
Open to offersNew to Platform
Languages
EnglishAr
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About

Shreef M. is an experienced AI Trainer and LLM Evaluator with a strong focus on assessing the performance of large language models (LLMs) across multilingual datasets, including English and Arabic. Based in Alexandria, Egypt, he excels in evaluating AI outputs for reasoning quality, factual accuracy, and compliance with project guidelines. His work spans multiple domains, including medical, scientific, and cybersecurity-focused evaluations, leveraging his strong foundation in medicine from Alexandria University. As a Multilingual AI QA Specialist, Shreef has engaged in diverse tasks such as Arabic prompt engineering, adversarial testing, and leading Quality Assurance (QA) workflows for AI projects. His analytical skills have been pivotal in enhancing the accuracies of AI-generated responses through structured feedback and error detection. Shreef has also contributed significant work in OCR Annotation and data validation, ensuring high-quality dataset maintenance for world-class AI training pipelines. In addition to his technical prowess, he possesses fluency in both Arabic and English, aligning his language skills with the demands of multilingual AI evaluation.

Experience

  • Medical Intern

    Alexandria University Hospitals · 2025 — 2025
    Rotated through major clinical departments, contributing to patient assessments and clinical documentation while collaborating with healthcare teams in a hospital setting.
  • Chemistry AI Evaluator

    Outlier · 2024 — 2024
    Annotated biology-related AI training data per specific project guidelines. Evaluated AI-generated content for scientific validity and reasoning quality, ensuring compliance with established quality standards.
  • Data Annotation & Quality Assurance Contributor

    Appen · 2021 — 2023
    Engaged in OCR annotation projects focused on the extraction of text from multilingual documents. Labeled and verified OCR outputs to align with detailed quality guidelines for AI training workflows.
  • AI Trainer | LLM Evaluator | Multilingual AI QA Specialist

    Outlier · 2021 — Present
    Developed prompts in both Arabic and English for training large language models. Assessed model responses for accuracy, grammar, and adherence to truthfulness while providing structured feedback to enhance AI outputs.
  • Math AI Annotator & Reviewer

    Outlier
    Created and assessed Arabic math problems aimed at primary and preparatory educational levels within AI training frameworks. Conducted adversarial testing to identify weaknesses in AI logic and calculations, while maintaining project quality through structured feedback.
  • Generalist

    Mercor
    Participated in AI training projects related to language understanding and response evaluation. Applied problem-solving capabilities to assess AI responses for correctness and adherence to instructions.
  • Cybersecurity Red Teaming Work Trial

    Mercor
    Completed a practical work trial in Red Team Cybersecurity.

Skills & Expertise

Education

  • Bachelor of Medicine and Surgery (MBBS Equivalent)
    Faculty of Medicine – Alexandria University · — — 2027

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