About Me
Detail-oriented professional with 5+ years of professional experience in accuracy-critical, rule-based review work, combined with formal training in AI and Data Science and hands-on experience building 9 end-to-end machi…
Detail-oriented professional with 5+ years of professional experience in accuracy-critical, rule-based review work, combined with formal training in AI and Data Science and hands-on experience building 9 end-to-end machine learning projects across computer vision, NLP, and generative AI. Understands how labeled data is used to train and evaluate models, and brings the consistency, judgment, and quality focus needed for annotation, classification, and AI output evaluation tasks. Bilingual in English and Arabic (native).
Experience
Independent AI & Data Science Practitioner
<p>Designed and delivered 9 end-to-end machine learning projects across computer vision, NLP, and generative AI.</p><p> Collect, clean, and inspect datasets for errors and inconsistencies; apply consistent preprocessing rules to improve model performance.</p><p> Evaluate model and LLM outputs for correctness, relevance, and consistency, documenting findings and iterating on improvements.</p>