Sudhanva Narayana — AI/ML Engineer in San Francisco Bay Area

Sudhanva Narayana — AI/ML Engineer in San Francisco Bay Area Hi, I'm Sudhanva · AI/ML Engineer · SF Bay Area Senior ML Engineer. I build scalable AI/ML systems that move models from experimentation to production. ML infra · AI inference · Model serving · Kubernetes · Bay Area, remote What I work on ML & AI Infra Kubernetes · Ray · Flyte · ArgoCD · Terraform Inference & Serving Multi-GPU · High-throughput · Batch pipelines Frameworks TensorFlow · PyTorch · DDP · MLflow · LangChain Cloud AWS · GCP · Azure · Oracle Cloud Recent writing K3s on Oracle Cloud Always Free: GitOps Kubernetes (Gateway API + Auto HTTPS) K3s on Oracle Cloud Always Free: GitOps Kubernetes (Gateway API + Auto HTTPS) kubernetes devops oracle-cloud Bare Metal Kubernetes Homelab Setup A self-hosted bare-metal Kubernetes platform on Ubuntu 24.04 LTS. Combines Ansible for automated node provisioning with ArgoCD for GitOps-based cluster management. devops kubernetes software-engineering microservices docker 03 · November 4, 2025 Consolidating Milvus Across AZs I migrated a Milvus (standalone) deployment from a three-AZ Kubernetes setup (us-east-1a/b/c) to a single dedicated node in us-east-1b. I preserved all vector data, reduced infra to one m6a.xlarge node, consolidated all PVCs to 1b aws devops kubernetes Frequently asked Is Sudhanva open to new opportunities? + Open to conversations about thoughtful engineering work: production ML, Kubernetes platforms, and AI infrastructure roles. Reach out via email at nsudhanva@gmail.com or on LinkedIn at linkedin.com/in/nsudhanva. What does Sudhanva Narayana do? + Sudhanva Narayana is a Senior AI/ML Engineer based in the San Francisco Bay Area. He builds ML infra and AI infra for production: high-throughput ML inference and model serving, batch prediction pipelines, multi-GPU inference systems, Kubernetes-based deployments, and multi-regional cloud architectu