● Designed and maintained AWS infrastructure with Terraform using reusable modules across dev, staging, and production environments. ● Configured Terraform remote state with S3 backend to manage multi-environment deployments. ● Implemented EC2-based cost-aware NAT solution with optional AWS NAT Gateway fallback. ● Deployed and managed ECS containerized Node.js backend with auto-scaling and Docker registry integration. ● Provisioned AWS RDS PostgreSQL for application storage with automated backup and monitoring. ● Secured container images by updating base images and scanning with Trivy, resolving vulnerabilities in Next.js applications. ● Built GitHub Actions CI/CD pipelines automating Terraform provisioning, Docker image builds, and EC2 application deployments. ● Optimized Docker images using layer caching and automated ECR image cleanup scripts.

● Completed hands-on AWS training covering IAM, Security Groups, EC2, VPC, SNS, CloudFormation, and VPC peering. ● Built Terraform labs implementing modules, remote state management, and multi-environment provisioning. ● Deployed Kubernetes labs using Minikube; configured Pods, Services, Ingress, DaemonSets, StatefulSets, and horizontal pod autoscaling. ● Built Jenkins CI/CD pipelines automating Node.js application deployment and testing.

● Managed 5 production Linux servers with Ansible, automating environment setup for Python, Node.js, and systemd services. ● Troubleshot production server shutdowns, implementing automated restart strategies to minimize downtime. ● Configured Tailscale and Ngrok for secure remote access with SSH-only exposure. ● Developed Python and Node.js automation scripts for browser-based workflow automation and data processing.

● Developed LangChain workflows to process prompts and deliver insights for internal developer support. ● Leveraged AI APIs to generate actionable reports from Google Analytics data.