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@ShubhamTatvamasi

Shubham Tatvamasi

@ShubhamTatvamasi·Joined January 2023

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AI infrastructure engineer. Inference, GPUs and GitOps on Kubernetes.

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Shubham Tatvamasi's blogs

Shubham Tatvamasi's blogblog.shubhamtatvamasi.com2 posts

About

AI infrastructure engineer. Inference, GPUs and GitOps on Kubernetes.

Available for

Nothing here yet.

Shubham Tatvamasi's blogs

Shubham Tatvamasi's blogblog.shubhamtatvamasi.com2 posts

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Recently published

STShubham Tatvamasiinblog.shubhamtatvamasi.com·6h ago · 26 min read

Running LLMs on Kubernetes in Production: KServe, vLLM, llm-d, Envoy AI Gateway, and LiteLLM

One OpenAI-compatible endpoint, model-aware routing, GPU-aware scheduling, and scaling driven by inference pressure—not CPU alone. Self-hosting an LLM on Kubernetes is easy to demonstrate. Operating a

STShubham Tatvamasiinblog.shubhamtatvamasi.com·Jun 14, 2025 · 2 min read

Build for 10,000 Years

Most people working in tech today don’t think about legacy. They focus on finishing the sprint, shipping the next release, or just getting through the week. Their contribution often stops at what’s assigned, and rarely do they pause to understand the...