AI Trainer (Freelance)
Scale AIText
As an AI Trainer (Freelance), I evaluated outputs from large language models to identify hallucinations, reasoning errors, and factual inconsistencies. My efforts focused on improving QA accuracy and refining model responses through structured feedback. I produced detailed evaluation reports and contributed to reducing critical failure cases. • Evaluated over 12,000 LLM outputs for accuracy and quality.
• Provided iterative analysis and feedback to decrease error rates by 25%.
• Enhanced model performance by optimizing prompts and testing workflows.
• Leveraged domain knowledge in text evaluation and AI model assessment.
As an AI Trainer (Freelance), I evaluated outputs from large language models to identify hallucinations, reasoning errors, and factual inconsistencies. My efforts focused on improving QA accuracy and refining model responses through structured feedback. I produced detailed evaluation reports and contributed to reducing critical failure cases. • Evaluated over 12,000 LLM outputs for accuracy and quality. • Provided iterative analysis and feedback to decrease error rates by 25%. • Enhanced model performance by optimizing prompts and testing workflows. • Leveraged domain knowledge in text evaluation and AI model assessment.
2023 - 2025