Build and enhance user-facing AI applications, frontend interfaces, backend services, APIs, data pipelines, semantic models, dashboards, and analytics solutions. Integrate AI tools with enterprise systems, support deployment and monitoring, validate pipeline and AI output quality, implement reporting security controls, and provide Level 3 product support. Collaborate with technical, clinical, operational, and business stakeholders while following software engineering, testing, security, privacy, and governance standards.