Cloud readiness assessments and migration planning
Multi-cloud and hybrid architecture design (AWS, Azure, GCP)
Infrastructure as Code (IaC), Kubernetes, and CI/CD automation
Governance, security, and compliance (e.g., PCI DSS, FedRAMP, ITAR)
Generative AI and LLM strategy (RAG pipelines, agents, prompt engineering)
Model development, benchmarking, and MLOps
AI for decision support, predictive maintenance, and customer insights
Deployment using Amazon SageMaker, Azure ML, or Vertex AI
Secure cloud-native platform enablement
Identity and access management (OIDC, SSO, Zero Trust)
Observability and resilience engineering
Microservices orchestration with Istio, Envoy, or service mesh