Vishal Kumar
Senior SRE / DevOps Architect | Building AI-Native Infrastructure & GPU Platforms | Kubernetes, Python & LLM Ops
- Role
- Senior Sre Kubernetes Operations, Llm Integration & Ci Cd at NVIDIA
- Location
- Pune Division, MH, IN
- LinkedIn followers
- 500 followers
About Vishal Kumar
Senior SRE with 13+ years of experience architecting hyper-scale infrastructure for NVIDIA, Oracle, and IBM.Currently, I operate at the intersection of Kubernetes, DevOps, and Artificial Intelligence. As a Senior SRE for NVIDIA’s Blossom Platform, I don’t just maintain systems; I evolve them. My recent focus has been pioneering AI-Driven Operations, designing Model Context Protocol (MCP) servers that allow LLM agents to debug live Jenkins and Kubernetes incidents—bridging the gap between complex infrastructure and natural language.What I bring to the table: Complex Orchestration: extensive experience managing heterogeneous Kubernetes clusters (Linux, Windows v1.31, Tegra/Arm) and GPU passthrough workloads. Deep Automation: Architecting HA Jenkins platforms and reducing Disaster Recovery (DR) RTO by 70% via Python-based deduplication engines. Enterprise Scale: A career built on managing mission-critical cloud infrastructure at Oracle (OCI) and IBM.I am passionate about removing \"toil\" through intelligent automation and building platforms that are as resilient as they are scalable.
Experience
Senior Sre Kubernetes Operations, Llm Integration & Ci Cd
Aug 2020 — Present · Pune, IN
Kubernetes Management: End-to-end cluster lifecycle management and cross-datacenter migrations.AI Integration: Implementing LLM-driven operations and Kubernetes Model Context Protocol (MCP).Disaster Recovery: Expert in data backup/restore automation using Velero and MinIO.Automation: Developing Jenkins pipelines, Helm charts, and Python automation scripts.Support: Resolving critical K8s infrastructure issues for internal engineering teams.
Education
SDM college of Engineering & Technology
Bachelor's degree, Mechanical Engineering
2008 — 2012
Kendriya Vidhyalaya
X11TH Standard, Initial Education - Science
2006 — 2007
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.