QA engineers experienced in ensuring the quality of AI agent-driven workflow and data-driven applications. Additional qualifications include using AI tools to automate test-case generation and execution, familiarity with AI agent evaluation frameworks, and experience maintaining golden sets for agent evaluation.The main GCP services used are BigQuery, Cloud Run, and Cloud Scheduler. Role involves testing APIs, validating end-to-end workflows, checking that data is flowing and processing correctly, and investigating any data inconsistencies that may exist across different datasets to ensure the information is accurate and reliable.