Tarun Kush
DevOps & MLOps Engineer
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About
DevOps & MLOps Engineer with experience building cloud-native CI/CD pipelines, Kubernetes platforms, and end-to-end machine learning deployment workflows. Skilled in AWS, Docker, Kubernetes, KServe, SageMaker, Jenkins, Terraform, and Python. Hands-on experience deploying scalable ML inference services, implementing MLOps best practices, infrastructure automation, and production-grade monitoring using Prometheus and Grafana.
Strong networking background (CCNA) with expertise in cloud infrastructure, automation, and operational reliability.
Experience
Graduate Engineer Trainee (DevOps Engineer) at NEC Corporation Pvt Ltd. (2025-09 – Present)
- Built and maintained CI/CD pipelines (Jenkins + ArgoCD + GitHub Actions) and authored Helm charts for multi-environment rollouts, reducing manual deployment steps by 83%; embedded DevSecOps shift-left controls (Trivy, SonarQube, OWASP) intercepting 23 pre-production vulnerabilities
- Managed and supported production-grade, high-availability AWS cloud infrastructure – provisioned EKS clusters using Infrastructure as Code (Terraform modules, Ansible playbooks) with Auto Scaling (HPA, Cluster Autoscaler) and load balancing (ALB/NLB), cutting provisioning time by 87%
- Deployed Prometheus / Grafana / ELK Stack for monitoring and performance bottleneck identification, enabling sub-5-min incident detection and supporting disaster recovery runbooks with RTO under 30 min
- Implemented cloud security best practices including IAM least-privilege policies and AWS Secrets Manager for credential rotation, contributing to $180K/year in cost optimization
NOC Engineer at Aerial Telecom Services (2025-04 – 2025-08)
- Performed day-to-day incident management, problem management, and root cause analysis (RCA) for multi-vendor outages, reducing MTTR by 18% – directly applicable to on-call DevOps workflows and SLA enforcement in cloud-native environments
- Maintained observability dashboards tracking latency, jitter, and packet loss across BGP, MPLS, and carrier Ethernet networking components
- Orchestrated seamless B2B service migrations with zero downtime through rigorous pre-cutover validation and parallel-run strategies; utilized BMC Remedy, MetaSolv, and terminal emulators for enterprise-grade ticketing and change management workflows
Education
Bachelor of Engineering in Computer Science – Dr. APJ Abdul Kalam Technical University (2020-08 – 2024-08)


