The Wharton School, University of Pennsylvania
Bachelor of Science, Economics
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I have hands-on experience contributing to AI training workflows through platforms including Outlier AI and Data Annotation AI, where I completed tasks spanning content evaluation, response ranking, and domain-specific reasoning in business strategy and finance contexts. My work focused on assessing model outputs for accuracy, logical coherence, and practical applicability, particularly in areas like financial analysis, GTM strategy, and operational decision-making. My professional background gives me a strong edge in high-value annotation domains. With ~7 years across McKinsey, TikTok, Disney+, and RBC, I bring genuine subject-matter expertise in strategy, revenue operations, forecasting, and financial modeling — the exact domains where AI labs need expert human judgment rather than generalist labelers. I've built and validated driver-based financial models, led executive-level scenario analyses, and designed operating frameworks at scale, which translates directly into high-quality, nuanced feedback on AI-generated business and finance content.
Bachelor of Science, Economics
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