Freelance AI Content Writer & Trainer | Independent / AI Platforms | 2024 – Present
Freelance AI content writing and training work focused on generating diverse English text samples to support large language model training and fine-tuning. The role included evaluating model outputs for fluency, factual accuracy, helpfulness, and adherence to instructions for RLHF-style feedback. It also involved annotating and labeling outputs with structured linguistic and behavioral attributes to improve response quality. • Labeled AI responses with sentiment, tone, intent, and grammatical correctness indicators • Rated responses for instruction-following and quality dimensions (fluency, accuracy, helpfulness) • Designed and tested prompts across varied topics/difficulty while recording edge cases and failure modes • Applied linguistic analysis to flag ambiguity, register mismatch, and contextual inaccuracies