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Harshal Sable

@harshalsable

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AI DevOps & FinOps Engineer at 3 Embed Software Technologies Pvt Ltd, cutting infrastructure expenditure by 60%.

India

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At 3 Embed Software Technologies Pvt Ltd, I led cloud and AI cost optimization by analyzing workload usage, rightsizing GPU EC2 instances, and using Savings Plans, reducing infrastructure expenditure by 60%.

I also designed Helm-based GitOps workflows on AWS EKS and built Jenkins and GitHub Actions pipelines for continuous training and automated model deployment. At Cybage Software Pvt.Ltd., I managed EKS clusters and worked with Linux and Ubuntu systems for infrastructure configuration and automation.

Experience

Work history, roles, and key accomplishments

AI DevOps & FinOps Engineer / MLOps Infrastructure Engineer

3 Embed Software Technologies Pvt Ltd

Designed and operationalized Helm-based GitOps workflows on AWS EKS using ArgoCD, managing GPU-enabled nodegroups for AI/ML workloads. Engineered CI/CD pipelines with Jenkins and GitHub Actions, integrating MLOps practices and security tools, and led FinOps initiatives achieving a 60% reduction in infrastructure costs.

AWS Amazon EKS Terraform Helm ArgoCD GitOps Jenkins GitHub Actions Docker Kubernetes OpenShift Istio Prometheus Grafana Ansible SonarQube Trivy Python AWS SDK (Boto3)Lang Chain MLOps FinOps GPU Optimization

AI DevOps & MLOps Infrastructure Engineer

Cybage Software Pvt. Ltd.

Managed and maintained Kubernetes clusters (EKS) ensuring high availability and scalability for containerized applications. Worked extensively with Linux/Ubuntu systems for infrastructure configuration and automation, and built production systems within the AWS ecosystem.