Cloud financial management (FinOps), Red Hat OpenShift Service on AWS (ROSA), Platform-as-a-Service (PaaS), Cloud Infrastructure, Terraform, Cloudformation, Devops, Kubernetes, Infrastructure as Code, GitOps, AWS cloud services, Agile delivery principles, LangGraph, Cost optimization initiatives, Prompt engineering principles, RAG architectures, LangChain, Multi-agent orchestration patterns, AWS Strands, AWS Certified DevOps Engineer – Professional, Platform engineering, Google ADK, AWS Certified Solutions Architect – Professional, CI/CD platforms

Kubernetes, Spring Boot, Java, Docker, Typescript, React

stream processing , Storage Systems, Design Patterns, Solid Principles, Kafka, real-time data-intensive systems, clean architecture, data stores, Flink, columnar analytics engines, event-driven architectures, compliance requirements, Relational Databases, caching layers, multi-tenant SaaS platforms, AI-driven tools and workflows, data isolation, time-series stores, geo-distributed deployments

containerization , Pulumi, Cloud Migration, solution architecture, Terraform, automation, AWS, Cloudformation, Devops, Gcp, DevSecOps, Ansible, Iam, Azure, Kubernetes, Infrastructure as Code, Resource Optimization, multi-tenant cloud environments, observability, FinOps, serverless, multi-cloud architectures, cloud cost management, cloud governance, cloud monitoring, AI-driven operations, cloud migration strategies, CI/CD

Data Analytics, Design, Development, Large Scale Backend Systems, Applied ML, Gen AI, architecture, Platform Engineering

MLops, Agentic AI architecture, Tool integration, Scalable AI platforms, Workflow automation, Monitoring, CI/CD, Production reliability, Memory reasoning, Radiology, Clinical Data, AI ML products and platforms, AI agents, LLMOps, Healthcare interoperability, Medical Imaging, Healthcare AI, Multi-agent systems, Clinical technology, Clinical imaging, Quality Testing, Healthcare workflows, Orchestration frameworks, Regulatory considerations

Precision Time Protocol (PTP), Synchronous Ethernet (SyncE), C++, Linux, Gdb, Networking Protocols, Python, Clock management, Timing synchronization