Freelancer Overview
I have experience contributing to AI training and evaluation projects as an AI Generalist. Through my work with Outlier AI, I completed a series generalist projects, onboarding programme, Aether Generalist onboarding, and Communication Assessment, which involved evaluating AI-generated responses for quality, accuracy, reasoning, instruction-following, and communication effectiveness. This experience required applying detailed guidelines to assess model outputs, identify errors, compare alternative responses, and provide structured feedback to improve model performance. I developed strong skills in critical thinking, fact-checking, content evaluation, and maintaining consistency across diverse task types.
In addition to my AI training experience, I bring a strong analytical and research background gained through professional and academic roles in data analysis, operations management, procurement, and postgraduate research. My work has involved reviewing large volumes of information, categorising and validating data, identifying patterns and inconsistencies, and ensuring high standards of quality and accuracy. Combined with my experience evaluating AI-generated content, these skills enable me to contribute effectively to data annotation, prompt evaluation, response ranking, content moderation, quality assurance, and other AI model training tasks. I am comfortable working with complex instructions, meeting quality benchmarks, and delivering accurate, detail-oriented results in fast-paced remote environments.