AI Trainer · Finance & Accounting Domain Expert
OtherTextRLHF
I evaluated and annotated AI model outputs in finance, accounting, compliance, and financial reasoning domains. My work included RLHF, preference ranking, and quality assessment of large language model (LLM) outputs in French and Arabic. I provided structured, expert feedback to improve model accuracy and reliability across multilingual financial datasets.
• RLHF preference ranking and evaluation of LLM text outputs
• Financial reasoning annotation and error detection
• Bilingual domain expertise (FR/AR) for nuanced feedback
• All tasks performed in a remote, self-managed work environment
I evaluated and annotated AI model outputs in finance, accounting, compliance, and financial reasoning domains. My work included RLHF, preference ranking, and quality assessment of large language model (LLM) outputs in French and Arabic. I provided structured, expert feedback to improve model accuracy and reliability across multilingual financial datasets. • RLHF preference ranking and evaluation of LLM text outputs • Financial reasoning annotation and error detection • Bilingual domain expertise (FR/AR) for nuanced feedback • All tasks performed in a remote, self-managed work environment
2025 - Present