Build production AI and LLM workflows, integrations, APIs, retrieval systems, evaluations, confidence scoring, and automation pipelines for internal departments. Partner with teams through short transformation sprints, establish quality and governance practices, document systems, train departmental champions, and hand off maintainable solutions. Responsibilities include protecting sensitive data, monitoring costs and system performance, identifying automation opportunities, and designing reliable agent workflows with human review and escalation.