Cloud-Native Platform Architect | GenAI & Agentic Ops | CKA & CKS Certified

As Chief Flow Officer at Warble Cloud by ChirpStack, I bring 15+ years of experience building secure, scalable, and automated infrastructure across AWS, GCP, and hybrid environments. Holding both CKA and CKS certifications, I specialize in bridging the gap between advanced DevOps, platform modernization, and the next generation of AI-driven architecture.

My work focuses on helping organizations adopt cloud-native technologies the right way—transitioning from traditional monolithic infrastructure to robust, secure-by-default Kubernetes foundations and multi-agent GenAI orchestration. Whether building self-service developer platforms or pioneering open-source integrations like SteadyHelm, I am passionate about scaling business infrastructure through automation.

I specialize in creating secure, production‑ready Kubernetes architectures aligned with best practices used by leading Professional Services organizations. This includes customer workshops, technical assessments, reference architectures, and building reusable IaC/GitOps frameworks that enable teams to adopt Kubernetes confidently and consistently.

• Enterprise GenAI & Agentic Ops — Orchestrating scalable multi-agent systems, RAG pipelines, and LLM toolchains on GCP and beyond
• Kubernetes Platform Engineering — Expert in EKS, GKE, AKS, cluster upgrades, governance, and complete lifecycles
• Service Mesh & Security — Implementation of Istio and Gloo Mesh for mTLS, routing, and multi-cluster connectivity
• GitOps & Automation — Driving multi-environment pipelines, drift detection, and RBAC via Argo CD and reusable Terraform modules
• Observability & SRE — Architecting monitoring with Prometheus, Grafana, and Datadog; improved MTTR from 4.2 hours to 40 minutes
• AI-Driven Operations — Achieved 63% auto-remediation via custom LLM/RAG engines
• Cloud Cost Optimization — Delivered strategic cloud savings of 43% on AWS and 57% on GCP

• Reduced Kubernetes deployment workflow from 60 → 22 minutes with optimized GitOps + CI/CD
• Improved MTTR from 4.2 hours to 40 minutes through unified observability and alert engineering
• Delivered 63% automated remediation using an LLM/RAG‑based auto‑heal platform
• Achieved 43% AWS and 57% GCP cost optimization through workload redesign and autoscaling strategy
• Built reusable Terraform/Argo CD blueprints used across teams for standardized platform onboarding

• Multi-cluster zero-trust architectures
• GitOps governance frameworks
• Multi-agent GenAI orchestration & RAG pipelines
• Open-source platform tooling (SteadyHelm)
• B2B Cloud Consulting & Fractional Kubernetes Architecture

Email: [email protected] LinkedIn: linkedin.com/in/avinash-patil-85415330/ GitHub: github.com/avinashetrx

• B2B Cloud Consulting — Kubernetes platform modernization, DevSecOps transformation
• Fractional Kubernetes Architect — Part-time platform engineering leadership
• DevSecOps Architect — Security-first infrastructure design
• Platform Engineering Lead — Self-service developer platform implementation

Availability: Remote / Hybrid Consulting Engagements

Kubernetes, Service Mesh, GitOps, SRE, AI-driven operations, MLOps, platform reliability engineering, cloud cost optimization, backend automation, cycling, trekking, and continuous learning.