Freelance AI Data Contributor & Graphic Designer (AI training/data labeling)
Provided human-in-the-loop feedback to improve LLM response quality using strict rubric criteria. Evaluated AI-generated outputs for helpfulness, honesty, and safety to support RLHF-style refinement workflows. Assisted in prompt engineering evaluation by reviewing model behavior against expected instructions and constraints. • Image and text classification quality checks targeting 98%+ accuracy • Visual consistency review for AI image generation • Technical analysis to support training of domain analytical models • Graphic-design-informed annotation/QA for multimodal outputs