At Global AI Alignment Platforms, I develop challenging test queries and multi-step prompts to evaluate advanced AI models, including edge cases.
I research independently, verify sources, and audit machine-generated outputs for hallucinations, contextual errors, and formatting issues. I maintain a 98%+ quality assurance benchmark across LLM training and alignment pipelines.
I also apply RLHF methodologies to calibrate model behavior for usefulness, accuracy, and instruction following.
As a freelance Senior Arabic Translator & Text Analyst, I translate and refine technical and analytical content between English and Arabic, preserving intent, tone, and formatting. My background includes English and French applied linguistics, translation, and text analysis.

