Kubernetes
Container Orchestration
Container orchestration for automating the deployment, scaling, and management of containerized applications. This includes building and operating production-grade Kubernetes clusters with auto-scaling, self-healing workloads, and rolling updates to enable zero-downtime deployments.
Projects Showcase
Production-ready Kubernetes implementations demonstrating enterprise-grade orchestration solutions
AWS
AWS EKS ML Deployment
Machine learning model deployment on Amazon EKS with auto-scaling, load balancing, and production-ready configurations.
- Deploy Infra for EKS through CloudFormation using EKSCTL CLI
- Deploy ML Model using Docker on Amazon EKS Cluster with KUBECTL CLI
- Create service cluster/ip, load balancer, invoke endpoint for prediction
- Testing via local system and Postman
- Control-plane/master-node managed by AWS, worker-nodes human-controlled
- Architecture: 2 Pods - ML Model and UI with cluster-ip between pods and load balancer for UI
Local
Minikube Local Testing
Complete Kubernetes configuration for local development and testing environments using Minikube with comprehensive setup.
- Operationalizing AI for Availability and Scalability
- Local development and testing with Minikube CLI
- Kubectl CLI for cluster management
- YAML files for service and deployment configurations
- Control panel, worker nodes, pods, containers, services, namespaces
- Architecture: Simple Pod - ML Model with tunnel concept for Minikube/Postman testing
- Rolling version updates and comprehensive logging
Monitoring
Kubernetes Dashboard
Native Kubernetes Dashboard implementation for monitoring, metrics analysis, logs, and events management in production clusters.
- Native Kubernetes Dashboard deployment for production clusters
- Comprehensive metrics analysis and visualization
- Real-time logs streaming and event management
- Integration with Prometheus for metrics collection
- Grafana dashboards for advanced monitoring
- Helm charts for package management and deployment
- Role-based access control (RBAC) for security
