Available to hire
With a background in quality systems and a passion for building intelligent web solutions, I’ve dedicated the last few years to mastering full-stack development and contributing to real-world AI training pipelines. I thrive in remote environments, collaborating with distributed teams across time zones to solve practical problems with scalable, data-driven solutions. I’m seeking remote opportunities where I can apply my skills in React, Node.js, AI data workflows (NLP, RLHF), and multilingual data processing to build products that make a meaningful impact. I value async communication, clean architecture, and continuous learning.
Skills
Experience Level
Language
English
Advanced
Arabic
Fluent
French
Fluent
Work Experience
Freelance Full-Stack Developer at Self-employed
April 1, 2021 - PresentArchitected and delivered 15+ custom web applications for international clients across e-commerce, fintech, and healthcare sectors, achieving 100% client satisfaction rate.
AI Data Quality Specialist at Sigma AI
December 1, 2023 - PresentPerformed high-volume transcription and annotation of Arabic and English audio and text data to train speech recognition and NLP models. Validated and corrected machine-generated transcriptions, ensuring linguistic accuracy, proper grammar, and adherence to project-specific ontologies. Engineered a CI/CD quality framework using GitHub Actions to automatically check for common annotation errors, reducing the overall error rate by 18%.
AI Data Annotator at Outlier
February 1, 2024 - PresentFine-tuned Large Language Models (LLMs) through Reinforcement Learning from Human Feedback (RLHF), directly improving model factuality and safety by 22%. Authored, annotated, and evaluated over 500 complex prompts daily in English, French, and Arabic, maintaining a 97% quality score for nuance and adherence to guidelines. Developed Python scripts to automate data validation tasks, saving 15 hours of manual work per week and increasing team efficiency by 30%.
Remote AI Annotator at UHRS, Clickworker, Telus, Appen
January 1, 2019 - PresentExecuted diverse, high-volume data annotation tasks across multiple platforms, including search relevance, ad quality, and speech evaluation in English, French, and Arabic.
Prompt Evaluator at RWS Group
January 1, 2025 - August 15, 2025Evaluated machine translation (MT) output on Semantic Textual Similarity (STS) benchmarks, specifically for Arabic-to-French language pairs. Performed meticulous text-to-text quality analysis, assessing fluency, adequacy, and contextual accuracy to provide critical data for MT model improvement. Executed cultural and linguistic QA for Francophone and MENA markets, ensuring model outputs were culturally appropriate and aligned with local user expectations.
Freelance Full-Stack Developer at Self-employed
April 1, 2021 - PresentArchitected and delivered 15+ custom web applications for international clients across e-commerce, fintech, and healthcare sectors, achieving 100% client satisfaction rate.
AI Data Quality Specialist at Sigma AI
December 1, 2023 - PresentPerformed high-volume transcription and annotation of Arabic and English audio and text data to train speech recognition and NLP models. Validated and corrected machine-generated transcriptions, ensuring linguistic accuracy, proper grammar, and adherence to project-specific ontologies. Engineered a CI/CD quality framework using GitHub Actions to automatically check for common annotation errors, reducing the overall error rate by 18%.
AI Data Annotator at Outlier
February 1, 2024 - PresentFine-tuned Large Language Models (LLMs) through Reinforcement Learning from Human Feedback (RLHF), directly improving model factuality and safety by 22%. Authored, annotated, and evaluated over 500 complex prompts daily in English, French, and Arabic, maintaining a 97% quality score for nuance and adherence to guidelines. Developed Python scripts to automate data validation tasks, saving 15 hours of manual work per week and increasing team efficiency by 30%.
Remote AI Annotator at UHRS, Clickworker, Telus, Appen
January 1, 2019 - PresentExecuted diverse, high-volume data annotation tasks across multiple platforms, including search relevance, ad quality, and speech evaluation in English, French, and Arabic.
Prompt Evaluator at RWS Group
January 1, 2025 - August 15, 2025Evaluated machine translation (MT) output on Semantic Textual Similarity (STS) benchmarks, specifically for Arabic-to-French language pairs. Performed meticulous text-to-text quality analysis, assessing fluency, adequacy, and contextual accuracy to provide critical data for MT model improvement. Executed cultural and linguistic QA for Francophone and MENA markets, ensuring model outputs were culturally appropriate and aligned with local user expectations.
Education
Bachelor of Science at Faculty Polydisciplinaire
September 1, 2014 - July 1, 2017Activities and societies: Activities and societies: Membre chez l'association enactusActivities and societies: Activities and societies: Membre chez l'association enactus
• Coursework: Quality Systems, Regulatory Compliance, Data Analysis, Quality control
Web Development Coursework at Self-Directed Learning
January 1, 2021 - January 1, 2023• Coursework: Complete Web Development Bootcamp (Udemy), Advanced React & Node.js Development, AI/ML for Web Developers
Digital AI Architect - Full-Stack & Intelligent Systems at Digital France School
January 1, 2025 - September 1, 2025Activities and societies: Member of AI & Web Development Cohort, participated in collaborative projects integrating AI with modern web technologies.Activities and societies: Member of AI & Web Development Cohort, participated in collaborative projects integrating AI with modern web technologies.
Intensive professional program combining full-stack web development (HTML, CSS, JavaScript, React, Node.js, Django, databases) with AI integration (machine learning, NLP, intelligent systems). Hands-on projects using agile workflows to build scalable, user-focused, intelligent web applications.
Bachelor of Science at Faculty Polydisciplinaire
September 1, 2014 - July 1, 2017Web Development Coursework at Self-Directed Learning
January 1, 2021 - January 1, 2023Qualifications
Digital AI Architect - Full-Stack & Intelligent Systems
January 11, 2030 - August 15, 2025Digital France School
ProDev Backend Developer
January 11, 2030 - August 15, 2025ALX Africa
Backend Development
January 11, 2030 - August 15, 2025ALX Africa | https://shorturl.at/NXJQT
Founder Academy
January 11, 2030 - August 15, 2025ALX Africa
AI Career Essentials
January 11, 2030 - August 15, 2025ALX Africa | https://shorturl.at/F1iYG
Professional Foundations
January 11, 2030 - August 15, 2025ALX Africa | https://shorturl.at/saf8A | https://shorturl.at/Vvus7
Digital AI Architect - Full-Stack & Intelligent Systems
January 11, 2030 - August 15, 2025ProDev Backend Developer
January 11, 2030 - August 15, 2025Backend Development
January 11, 2030 - August 15, 2025Founder Academy
January 11, 2030 - August 15, 2025AI Career Essentials
January 11, 2030 - August 15, 2025Professional Foundations
January 11, 2030 - August 15, 2025Industry Experience
Software & Internet, Financial Services, Healthcare, Consumer Goods, Professional Services, Education, Other
Legal Document Generation Platform
• https://www.twine.net/signin “Private - client NDA applies”
• https://www.twine.net/signin “README ONLY”
• Portfolio showcases include detailed documentation, architecture diagrams, and code snippets from private repositories. Full code
access available upon request with signed NDA.
Fitness and Nutrition Tracking Application
• https://www.twine.net/signin “Private - client NDA applies”
• https://www.twine.net/signin “README ONLY”
• Portfolio showcases include detailed documentation, architecture diagrams, and code snippets from private repositories. Full code
access available upon request with signed NDA.
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