Depending on the business problem, the solution may include a modern web application, REST APIs and backend services, integrations, data workflows, cloud infrastructure, generative AI, predictive models, intelligent document processing, agentic automation, or a combination of these. Lead the design, development, testing, deployment, observability, and production support of complete applications spanning user interfaces, APIs, backend services, integrations, data access, cloud services, and AI-enabled components.