PowerShell, Scripting, Python, immutability, API proficiency, ransomware-recovery architectures, identity-resilience AD Entra ID recovery systems, zero trust, immutable air-gapped backup solutions, hybrid-cloud, backup recovery storage, core security concepts, air-gapping, infrastructure background, ransomware kill chains, Active Directory Entra ID architecture

Amazon Web Services (AWS), bedrock , Terraform, CDK, AgentCore, SageMaker, AI-augmented development tooling, Securing Generative AI Applications, IaC