Develop, test, and deploy LLM-powered extraction pipelines for clinical text at scale. Automate prompt execution, result validation, and error handling to enhance reliability. Monitor and maintain production AI models, ensuring uptime, accuracy, and compliance. Work with product, data, engineering, and clinical teams to integrate AI outputs into real-world solutions. Evaluate and integrate third-party AI solutions when appropriate. Stay current with advancements in LLM deployment, model serving, and responsible AI practices.