As an AI Trainer, Evaluator & Data Annotation Specialist, I review AI-generated responses for accuracy, reasoning, relevance, completeness, clarity, and adherence to instructions.
I compare and rank model outputs using structured rubrics, identifying hallucinations, unsupported claims, and logical gaps. I also provide concise rationales and actionable feedback to support AI training.
Through my freelance academic research and writing work, I provide research, editing, and evidence-synthesis support across academic and professional disciplines. I conduct literature searches and verify sources using Google Scholar and other scholarly databases.
My projects include multimodal and image evaluation, academic research, and long-form writing. I have pursued and completed remote projects and assessments through Handshake, Mercor, and Outlier.

