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Building AgentOps & cloud infrastructure
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Building AgentOps & cloud infrastructure

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ayushgharat234/README.md
Ayush Gharat
Engineered for cloud reliability, zero-trust security, and high-velocity automated delivery pipelines.
Currently building: AgentOps & AI-native infrastructure workflows
GCP Professional DevOps Engineer Badge

About

Google Cloud Certified Professional DevOps Engineer building infrastructure that ships fast, stays secure, and scales without breaking.

I engineer across DevOps, cloud security, platform infrastructure, and ML/AI systems — designing automated delivery pipelines, enforcing zero-trust security at every layer, orchestrating multi-cluster Kubernetes environments, and building end-to-end observability into production workloads. Currently exploring AgentOps and AI-native infrastructure patterns.

My work is driven by business outcomes: reducing deployment risk, accelerating developer velocity, hardening security posture, and eliminating operational toil across multi-cloud environments.


Connect

LinkedIn       Credly       Google Cloud Skills Boost       GitHub       Substack       Email

Projects

Multi-Cloud Internal Developer Platform

3-cluster Kubernetes topology with Backstage, Crossplane, ArgoCD, Falco, OPA, Kyverno, and Cilium in a Shared VPC environment.

Kubernetes Backstage Crossplane ArgoCD Falco OPA Kyverno Cilium

Enterprise Cloud Network & Zero-Trust Architecture

Hub-and-spoke enterprise networking with strict VPC service controls, Cloud Armor WAF, and zero-trust perimeter policy.

GCP Terraform Cloud Armor IAM VPC

Istio Service Mesh Platform

Production-grade service mesh on GKE with mTLS, advanced traffic routing, GitOps delivery via FluxCD, and Kiali visual telemetry.

Istio FluxCD GKE mTLS Kiali

Automated Observability — ELK & OpenTelemetry

Unified distributed observability pipeline on GKE — aggregates logs, metrics, and traces with continuous DevSecOps monitoring.

GKE ELK OpenTelemetry Fluentd Kibana Logstash

Chaos Engineering & Observability Platform

Fault injection framework using Chaos Mesh to simulate network partitions, pod failures, and latency spikes under Istio mesh observability.

Chaos Mesh Prometheus Grafana Istio Kiali Kubernetes

Cloud-Native Microservices on GKE

Production-grade containerized microservices with Kubernetes-native autoscaling, ingress control, and IaC delivery pipelines.

GKE Terraform Docker Cloud Build Kubernetes Helm

Infrastructure as Code with Terraform on GCP

Modular, environment-aware GCP infrastructure automation with multi-environment deployments and automated CI/CD validation.

Terraform GCP GitHub Actions Cloud Build HCL

Multi-Cloud MLOps Platform

Vendor-agnostic MLOps system spanning GCP, AWS, and Azure. Automates model training, artifact tracking, and cross-cloud deployment.

GCP AWS Azure Kubernetes Docker

GCP Multi-Tier Application Infrastructure

Highly available multi-tier architecture on GCP with HTTP load balancing, Cloud Armor security policies, and Cloud SQL backends.

GCP Terraform Cloud Armor Cloud SQL HTTP LB Compute

Scalable ML Inference Platform

Asynchronous ML inference engine with Celery task queues, Redis broker, PostgreSQL analytics, and Prometheus observability.

FastAPI Celery Redis PostgreSQL Prometheus Docker

Automated MLOps Training & Deployment on GCP

End-to-end Vertex AI pipeline with continuous training triggers, Cloud Build CI, and progressive delivery via Cloud Deploy to GKE endpoints.

Vertex AI Cloud Build Cloud Deploy Artifact Registry GKE

Go CI/CD Pipeline — GitHub Actions & Cloud Build

High-throughput build-test-deploy automation for Go services, delivering containerized binaries to Google Cloud via dual CI.

Go GitHub Actions Cloud Build Docker GCR


Activity

GitHub Streak

Open to Opportunities

DevOps Engineer  |  Cloud Security Engineer  |  Solutions / Sales Engineer  |  Cloud Infrastructure

If you're building something that needs to be reliable, secure, and scalable — let's talk.

Connect on LinkedIn   |   ayushgharat234@gmail.com

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