Mohammed A. Kamel

Mohammed A. Kamel

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AI Benchmark Engineer & LLM Evaluation Specialist
Cairo, Cairo Governorate, Egypt

Contact Mohammed regarding: 
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Full-time jobs
Starting at USD1.5k/month

Timeline


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Résumé


Jobs verified_user 0% verified
  • AfterQuery Experts
    AI Benchmark Engineer & Evaluation Specialist
    AfterQuery Experts
    Apr 2026 - Current (6 months)
    Project Pluto — Long-Horizon Coding Benchmarks
    Problem: Frontier AI models required rigorous, adversarial evaluation to identify failure modes and prevent reward hacking in code-generation tasks.
    Action: Authored 100+ long-horizon coding tasks with deterministic verifiers using pytest, Docker, and bash scripts; built complete benchmark infrastructure per Harbor framework with 6+ tests per task, oracle fix scripts, and containerized environments with TOML metadata.
    Result: Calibrated task difficulty so Claude Sonnet failed 5/5 pre-filter runs while Claude Opus achieved a 1–6/8 pass rate; validated task integrity through NOP/oracle loops to eliminate false positives and reward-hacking vectors, ensuring high-fidelity training an
  • RWS Group
    AI Evaluation Specialist
    RWS Group
    Jun 2025 - May 2026 (1 year)
    Problem: Multimodal AI training datasets required consistent, high-quality annotation across text, audio, and video modalities for production RLHF pipelines..
    Action: Evaluated 500+ LLM outputs against strict annotation rubrics for fluency, grammar, clarity, and structure; performed content moderation and safety labeling including masking, deletion, and sensitive data handling; peer-reviewed annotations to enforce dataset consistency.
    Result: Maintained top-tier QA scores throughout engagement; supported production AI pipelines and reinforcement learning from human feedback (RLHF) dataset quality.
    Problem: Ambiguous prompts and inconsistent guidelines degraded model reasoning accuracy and instruction-following performance.
  • proceedit Trading Automation
    Software Developer
    proceedit Trading Automation
    Jan 2025 - May 2025 (5 months)
    Problem: Business stakeholders lacked automated reporting and efficient marketplace integration between Podia and Shopify platforms.
    Action: Built a Python report generation system using ReportLab pulling live PostgreSQL data; led Podia-to-Shopify marketplace integration writing custom Liquid and JavaScript directly in Shopify sections.
    Result: Saved 10+ hours per week in manual reporting; delivered production-ready analytics with precise structured documentation for stakeholders.
    Action: Supervised team onboarding to Shopify workflows; created step-by-step style guides and technical documentation in Confluence; assigned and tracked tasks via JIRA.
    Result: Accelerated team ramp-up and ensured process fidelity across dist
  • proceedit Trading Automation
    Software Developer Trainee
    proceedit Trading Automation
    Oct 2024 - Jan 2025 (4 months)
    I'm excited to begin my journey as a Trainee Software Developer at proceedit, contributing to innovative solutions in the BPaaS (Business Process as a Service) industry. In this role, I'm applying my front-end development skills while enhancing them through hands-on experience with automation practices, working closely with a team of skilled developers and mentors. This opportunity is helping me build expertise in creating scalable, efficient applications that align with Proceedit’s commitment to streamlined digital transformation.
  • CodeAlpha
    Frontend Web Developer
    CodeAlpha
    Sep 2024 - Oct 2024 (2 months)
    I completed a Frontend Developer internship at CodeAlpha, where I gained practical experience working on real-world projects. During this internship, I:

    Developed responsive and user-friendly web applications using HTML, CSS, JavaScript, and Bootstrap.
    Collaborated closely with the development team to optimize website performance and enhance UI/UX designs.
    Worked on troubleshooting and debugging to ensure high-quality code and seamless user experience.
    Completed the internship with a certificate and received a letter of recommendation for my contributions.
    This internship strengthened my technical skills and deepened my understanding of web development best practices.
  • Digital Egypt Pioneers Initiative  DEPI
    Web Developer
    Digital Egypt Pioneers Initiative DEPI
    Mar 2024 - Oct 2024 (8 months)
    I have successfully completed the Digital Egypt for People Initiative (DEPI) scholarship program, specializing in front-end web development and UI/UX design. Throughout the program, I gained hands-on experience with HTML, CSS, JavaScript, jQuery, Bootstrap, and Angular, as well as design tools like Figma and Adobe Illustrator to create user-centered interfaces. alongside the scholarship, I self-studied modern frameworks and technologies including React.js, Node.js, Express.js, MongoDB, and Firebase, which helped me build dynamic, responsive, and feature-rich web applications. this blend of design and technical skills allows me to craft solutions that balance functionality with intuitive user experience, and I’m eager to apply this knowledge
  • R
    Operaions Manager
    Royal Team For Real Estate
    Jan 2019 - Dec 2023 (5 years)
    Problem: 200+ concurrent real estate projects created documentation bottlenecks, retrieval inefficiencies, and cross-functional coordination gaps between legal and operations teams.
    Action: Managed documentation and workflows for 200+ concurrent projects; reviewed and analyzed complex Arabic property contracts and legal agreements to extract key decisions and obligations from ambiguous documentation.
    Result: Improved document retrieval efficiency by 30% and reduced project completion timelines by 2 weeks per project through process improvements and standard operating procedures.
    Action: Supervised client onboarding and cross-functional coordination between legal and operations teams.
    Result: Improved team productivity by
Education verified_user 0% verified
  • Cairo University
    Bachelor of Laws - LLB, Law
    Cairo University
    Jan 2016 - Jan 2020 (4 years 1 month)