🚀 Senior Site Reliability Engineering (SRE) Lead | Cloud Infrastructure | DevOps | Platform Engineering | GitOps | MLOps | Kubernetes
- 👀 Contributed to enhancing observability and monitoring of mission-critical ISG applications utilized by 1.5 million connected machines.
- 📫 How to reach me ...
- [email protected]
I'm a results-driven SRE Engineering Lead with nearly two decades of experience building scalable, secure, and reliable systems. From high-volume ingestion platforms to cloud-native microservices, I specialize in driving operational excellence and modernizing infrastructure with automation-first principles.
💡 My expertise lies at the intersection of:
- 🌐 Cloud Architecture (AWS, Hybrid, On-Prem)
- ☸️ Kubernetes & Container Orchestration (EKS, ECS, OpenShift)
- 🔁 GitOps & CI/CD (Helm, ArgoCD, GitHub Actions, Terraform)
- 📊 Observability (Datadog, ELK, Dashboards, SLO/SLIs)
- 🧠 MLOps Enablement (Kubeflow, Model Pipelines, GPU workloads)
- 🔐 Security, Resiliency & Cost Optimization
| Category | Tools & Technologies |
|---|---|
| Cloud | AWS (EC2, S3, RDS, Lambda), Azure (AKS), Hybrid |
| Kubernetes | EKS, ECS, OpenShift, Helm, Kubeflow |
| Automation | Terraform, GitHub Actions, Jenkins, ArgoCD |
| Languages | Python, Golang, Bash |
| Monitoring | Datadog, ELK Stack, Prometheus |
| CI/CD & GitOps | GitHub Actions, ArgoCD, Helm, SOPS |
| MLOps | Jupyter, ML Pipelines, GPU Scheduling, Tolerations |
| Infra as Code | Terraform, Kustomize |
| Security | IAM, Taints/Tolerations, Node Affinity, Compliance |
- 🌍 Designing a multi-region observability pipeline for microservices
- 🧪 Building SRE Maturity Metrics Framework for product teams
- 🔄 Improving GitOps workflows with validation gates and auto-rollbacks
- 🧠 Exploring MLOps strategies for model lifecycle and GPU job optimization
- Kubernetes internals:
nodeAffinity,taints,tolerations, scheduling policies - GitOps workflows with security-focused automation
- Scalable observability patterns
- Cost optimization and failover design in AWS
- Hands-on with CKAD & OpenShift certification prep
“SRE is not just a job, it's a mindset — blending engineering with empathy, resilience, and continuous learning.”