runtime behavior, performance, and cost. Ability to translate business needs into practical technical solutions, delivery plans, and engineering trade-offs. Practical understanding of AI SDLC, evaluation, monitoring, rollback, and operational readiness for production systems. Clear communication and strong collaboration in cross-functional, global delivery environments. Core Technology Stack AI platforms … Foundry, Copilot Studio, Semantic Kernel, Prompt Flow Azure engineering : Azure Functions, App Services, AKS, API Management, Logic Apps, Event Grid, Service Bus Engineering and SDLC: Azure DevOps, GitHub Enterprise, Azure Machine Learning, CI/CD, evaluation pipelines, observability Security and governance : Microsoft Entra, Purview, Key Vault, Defender, Azure Policy Data ...