Ayden Kim

Key Skills

Software

No software listed

Top Subject Matter

Finance & Economics - Investment analysis, financial markets, macroeconomics, and fixed income research.

AI Training & Data Annotation - Evaluating AI responses for accuracy, reasoning, instruction-following, and safety using detailed rubrics.

Data Analysis & Research - Experience with R, Excel, data cleaning, statistical analysis, and visualization.

Top Data Types

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Top Task Types

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Freelancer Overview

I have experience working on AI training and data annotation projects that require careful evaluation of model responses for accuracy, instruction-following, clarity, safety, and reasoning quality. My work has included comparing multiple AI-generated responses, identifying factual inconsistencies or hallucinations, rating outputs across detailed rubrics, and writing thorough justifications that explain evaluation decisions. I am comfortable handling both creative and analytical prompts, including summarization, reasoning tasks, classification, content evaluation, and response quality assessments. Through this work, I have developed strong attention to detail, consistency in applying guidelines, and the ability to communicate feedback clearly and professionally. In addition to annotation experience, I bring a strong analytical background from my studies in Economics at the University of California, Santa Barbara, and from my work in investment analysis and data-focused roles. I regularly work with large datasets, research, and structured evaluation processes using tools such as R, Excel, and statistical analysis methods. My combination of technical analysis skills, written communication, and critical reasoning allows me to evaluate AI outputs thoughtfully and efficiently. I am highly adaptable, quick to learn new labeling frameworks, and reliable in maintaining quality and accuracy across high-volume tasks.

Labeling Experience

Education

Work History