Key Skills

Software

Other

Top Subject Matter

Financial Planning & Wealth Management

Data Analysis & Analytical Reasoning

Artificial Intelligence & LLM Evaluation

Top Data Types

Text

Image

Audio

Top Task Types

RLHF

Prompt + Response Writing (SFT)

Evaluation/Rating

Freelancer Overview

I have experience evaluating, analyzing, and refining AI-generated outputs across reasoning, summarization, instruction-following, and comparative evaluation tasks. My work includes building structured evaluation rubrics, ranking model responses, identifying hallucinations and factual inconsistencies, assessing reasoning quality, and improving prompt design for LLM training workflows. I have also developed detailed evaluation frameworks for response calibration, preference ranking, and quality scoring, with a strong focus on clarity, accuracy, nuance, and consistency. Through my work as a Generalist Evaluator Expert with Mercor, I have gained hands-on experience reviewing complex outputs and applying structured judgment in high-accuracy evaluation environments. My broader professional background in finance, consulting, and operations further strengthens my ability to contribute to AI training projects requiring analytical reasoning, domain expertise, and precision. As a Financial Advisor, I routinely synthesize large volumes of technical and financial information, communicate complex concepts clearly, and operate within highly regulated, detail-sensitive environments. This combination of quantitative analysis, communication skills, compliance-oriented thinking, and AI evaluation experience allows me to perform well on tasks involving annotation quality review, response evaluation, reasoning assessment, summarization, and data quality assurance.

Labeling Experience

Education

Work History