Finance Domain Expert – AI Model Evaluation & Human-in-the-Loop Review
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Led financial domain expertise for AI model training and evaluation focused on financial workflows. Defined, decomposed, and structured complex finance processes for LLM training and testing. Reviewed and validated large language model outputs related to real-world finance scenarios for accuracy and reasoning. • Created evaluation criteria and curated test cases for evaluating LLM performance in financial tasks. • Provided expert feedback loops to enhance financial realism and reliability of models. • Translated executive-level financial knowledge into structured AI evaluation workflows. • Ensured gold-standard auditability and measurable criteria for model assessment.
Led financial domain expertise for AI model training and evaluation focused on financial workflows. Defined, decomposed, and structured complex finance processes for LLM training and testing. Reviewed and validated large language model outputs related to real-world finance scenarios for accuracy and reasoning. • Created evaluation criteria and curated test cases for evaluating LLM performance in financial tasks. • Provided expert feedback loops to enhance financial realism and reliability of models. • Translated executive-level financial knowledge into structured AI evaluation workflows. • Ensured gold-standard auditability and measurable criteria for model assessment.
2019 - Present