Prometheus, Grafana, Microservices, Docker, Splunk, Kubernetes, Python, vector search, LLMs, tool calling, Loki, cloud-native applications, knowledge management architectures, security governance, context engineering, semantic retrieval, prompt engineering, RAG agent frameworks, OpenTelemetry, indexing strategies, operational controls, monitoring platforms, observability

Elk, Networking, Prometheus, Shell Scripting, Grafana, Jenkins, Linux, Terraform, Ansible, Helm, Kubernetes, Loki, NeuVector, Rancher, Fluentd, ArgoCD

Java, Unix, Aws Services, PowerShell, Prometheus, Bash, Http, Json, Grafana, Windows Server Administration, Linux, Sftp, Xml, Splunk, Rest Apis, Python, Api Gateway, Singapore Government IM8 ICT security policies, OpsMon, integration middleware

Ranger, Hadoop, Bash, HBase, Impala, Hive, Terraform, Ansible, Kerberos, Spark, Python, HDFS, Ozone, Iceberg, Cloudera CDP

Lvm, Ansible, Bash, Networking, Python, kernel tuning, RHEL Linux, System Internals

Red Hat Linux, Terraform, Ansible, Prometheus, OpenStack, Python, Vmware Esx, Kubernetes, Elastic Stack

Terraform, Docker, Ansible, PowerShell, Bash, Azure, Python, AWS, OpenTofu, CI CD

Apis, Python, tools SDKs, embedding services, agent orchestration layers, memory context, governance-by-design, cloud platforms, vector database infrastructure, agent harness, model routers, LLM inference endpoints, secure delivery practices, agent loops

VMware, Elk, Prometheus, Dns, Grafana, Red Hat Enterprise Linux, Jenkins, Gcp, Terraform, Ansible, Load Balancers, Azure, Kubernetes, AWS, GitOps, EFK, Red Hat OpenShift, OpenShift Operators, GitLab CI, RHCOS, ArgoCD

object storage , PostgreSQL, DevSecOps, MLops, Linux, Python, AWS, LLMOps, Identity Access Management services, vector databases, AI and container services, Infrastructure-as-Code, Monitoring Observability services