.NET, Azure Functions, Terraform, Docker, Azure DevOps, Java, Aws Lambda, Jenkins, Kubernetes, AWS Bedrock, Qdrant, vector databases, Pinecone, LangChain Strands, memory retention, Cloud Run, GitHub Actions, ReAct multi-agent coordination tools, Google Vertex AI, RAG architectures, Azure OpenAI Service, ADKs Agent Development Kits, PGVector, GitLab CI, agentic architecture patterns, CI CD pipelines, Milvus, function calling

production readiness , Incident Response, AWS, Live Site Management, SRE practices, automation capabilities, AI-assisted engineering practices, Software Development Life Cycle toolchain, root-cause analysis, observability

Spring Boot, Data Modeling, Microservices, Dynamodb, Cloud Foundry, React, Elastic Search, Angular, AWS, Cassandra, Nosql, Java 8+, Reliability, Idempotency, Kafka event-driven architecture, Automation capabilities, SCALE, Retries, Software Development Life Cycle toolchain, CI/CD strategy and execution, AI-assisted software development tools, DLQ patterns, Schema versioning