Design and implement agentic workflows for AI-driven operational automation. Architect and build scalable, reliable backend services and APIs. Implement agent orchestration and tool-calling patterns. Integrate AI workflows into existing backend systems. Ensure production readiness of AI-driven services. Collaborate with product, ML, and systems teams. Drive CI/CD, automated testing, and deployment practices. Participate in design reviews, code reviews, and mentorship.