job summary: 1. Deterministic Testing & Data Validation Validate generative AI tool outputs for structured, rules-based use cases by reconciling results against trusted data sources and established SQL-based metrics. Ensure consistency, explainability, and auditability of outputs by confirming alignment with existing data pipelines and query logic Expand and maintain test coverage across prioritized use cases to establish a robust, high-confidence baseline for the platform Partner with data