Vishwanath Gupta

About Vishwanath Gupta

Lead / Senior MLOps Engineer | 10 Years Experience | Azure Cloud-Native Architecture |…

Experience

1. Lead Senior Mlops Engineer

   Swiss Re

   Jan 2023 — Present · Hyderabad, IN

   Led architecture and delivery of enterprise-scale MLOps platforms on Microsoft Azure, enabling secure, automated, and scalable ML lifecycle management for risk modeling and financial analytics in regulated insurance environments.Key Responsibilities & Impact:Architected and scaled Azure Kubernetes Service (AKS) clusters supporting 50+ production ML workloadsDesigned end-to-end MLOps pipelines using Azure Machine Learning for model training, experiment tracking, model registry, versioning, packaging, and deploymentImplemented CI/CD for ML using Azure DevOps, GitHub Actions, YAML, and GitOps practicesAutomated platform operations using Python, Bash, PowerShell, Azure CLI, and REST APIsBuilt Infrastructure as Code (Terraform, ARM) for reproducible and governed environmentsContainerized ML models using Docker and managed artifacts via Azure Container Registry (ACR)Implemented blue-green and canary deployment strategies with Helm for zero-downtime releasesEnabled model performance monitoring and drift detection in productionIntegrated observability using Azure Monitor, Log Analytics, Application Insights, and PrometheusEnforced DevSecOps practices including RBAC, Managed Identity, Key Vault, and policy-as-codeOptimized AKS autoscaling and resource allocation, reducing cloud spend by 25%Collaborated with Data Science and Risk teams to productionize ML models at enterprise scaleCore Technologies:AKS, Azure Machine Learning, MLflow, Model Registry, Terraform, ARM, Azure DevOps, GitHub Actions, Python, Bash, PowerShell, Azure CLI, Docker, Helm, ACR, Azure SQL, Azure AD, Key Vault, Prometheus, CI/CD, GitOps, DevSecOps, Infrastructure as Code.

Education

• SRM University

  Bachelor’s Degree

  2012 — 2016