AI Training Contributor (Freelance)
As an AI Training Contributor, I performed structured annotation and response evaluation for large language models. I reviewed and rated AI-generated text based on accuracy, coherence, and instruction-following standards. My work supported dataset refinement, error analysis, and continuous model improvement initiatives. • Performed RLHF-style feedback and structured evaluations on text output • Identified and categorized errors, inconsistencies, and hallucinations • Contributed to prompt engineering and optimization tasks • Supported scalable dataset development across Agentic, Coding, and STEM domains.