Freelance Technical Writer & AI Content Evaluator
As a freelance technical writer and AI content evaluator, I evaluated and improved AI-generated written outputs for grammar, coherence, and accuracy. I performed multi-modal annotation tasks such as text classification, NER tagging, sentiment labeling, and comparative preference ranking on LLM output datasets. I curated gold-standard SFT datasets and created annotation guidelines, calibration sets, and IAA protocols for distributed annotator teams. • Applied toxicity, bias, and hallucination detection frameworks to flag unsafe or low-quality model outputs. • Used Python and REST APIs to automate content delivery and dataset interactions. • Authored technical documentation and structured workflow guides for AI annotation projects. • Maintained high quality and throughput in remote, production-scale environments.