At Tata Consultancy Services, I designed Helm-based GitOps workflows on AWS EKS and provisioned GPU-enabled node groups for AI/ML training and inference. I also built Jenkins and GitHub Actions pipelines for continuous training and automated model deployment, reducing pipeline execution time by 20%.
I designed a secure LLM inference pipeline with LangChain, Docker, and AWS API Gateway, and led FinOps initiatives that reduced infrastructure expenditure by 60%. At Mindcraft Software Pvt. Ltd., I managed EKS clusters and supported production systems across AWS.
