Google Cloud Platform (GCP), Ml, BigQuery, Log Analysis, Dataproc, Avro, Cloud Storage, Docker, Terraform, Incident Response, Spark, Kubernetes, Parquet, Infrastructure as Code, Generative AI, Cloud-native data platforms, Ai, Infrastructure monitoring, Observability

Model Context Protocol (MCP), Python, Observability frameworks, Evaluation pipelines, State management and granular tracing, OAuth-based authentication

Unix Shell Scripting, Zfs, Bash, Virtual Machines, Python, Oracle Database Appliance, CI/CD and automation pipelines, Enterprise infrastructure, Linux/UNIX administration, Infrastructure monitoring and operational automation, Command-line tools, Monitoring platforms, Git version control, oci

operational readiness , Terraform, Kubernetes, Cloud Operations, CrewAI, multi-agent systems, Semantic Kernel, LangGraph, AutoGen, RAG, MCP, cloud-native architectures, AI security, observability, Security-by-Design, cloud architectures, Reliability, automated remediation, anomaly detection, CI CD, cloud resilience, AI-powered monitoring, regulated environments, AI agents, Zero Trust, autonomous workflows

Google Cloud Platform, Shell Scripting, Pulumi, Python Scripting, Terraform, Google Analytics, Azure, AWS, LLM optimization, Cloud Build, Google Kubernetes Engine, AI Technologies, Google Cloud Deployment Manager, Agentic workflows, Google Cloud KCC, AI solutioning

Git, Unix Shell Scripting, Ansible, Zfs, Bash, Python, Oracle Database Appliance, infrastructure automation

Python, CrewAI, LangGraph, OAuth-based authentication, Multi-agent systems

Ansible, Bash, Kubernetes, Python, OpenShift GitOps, Red Hat OpenShift Container Platform, Linux RHEL, NVIDIA GPU infrastructure