* Frameworks: REST API, Kafka, Event Streaming, Microservice Arch.
* Workflow Orchestration: Any of these – Temporal, Step Func., Flink Services
* Cloud: AWS (Bedrock, Lambda, S3, IAM).
* Security & Responsible AI: Compliance and governance.
* CI/CD & Observability: Automated pipelines, monitoring tools, Observe, CloudWatch & Obstack
* Innovation: Experiment with emerging AI technologies.
* Cloud & Deployment: CI/CD using GitHub actions, Vault and Cert Mgmt, AWS (S3, CloudFront), Docker, Kubernetes.
* Testing: Unit, integration, automated UI tests.
* Agile Delivery: Collaboration with squads and stakeholders.
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