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Freelancer Overview

As a Principal Data Analyst in the mortgage and fintech industry, I specialize in designing and validating decision automation systems for credit and title processes. I’ve spent the last year and a half evaluating structured and unstructured data, writing rule logic, and collaborating across business and tech teams to build scalable systems. My work focuses on turning complex regulatory and loan-level data into actionable, auditable outcomes. While I’m newer to formal AI data labeling, my day-to-day work involves tasks that closely mirror it; classifying loan scenarios, annotating compliance exceptions, writing decision logic for automation models, and evaluating rule performance across thousands of data points. I bring a deep understanding of financial data, sharp pattern recognition, and a bias for clean, structured inputs that are key to training accurate, industry-grade AI.

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