> Markdown version of [/@kevin-klues](https://www.wearedevelopers.com/@kevin-klues). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md).

---

# Kevin Klues
Builds cloud-native technologies at NVIDIA, optimizing Kubernetes for heavy GPU workloads.

## About

Kevin Klues builds cloud-native infrastructure for GPUs at NVIDIA. He focuses on the Kubernetes components that manage heavy machine learning workloads, designing core tools like the Topology Manager and Dynamic Resource Allocation (DRA).

His recent talks break down the exact mechanics of making GPUs available to containers. He covers how to share resources efficiently—from basic time-slicing to using DRA for high-speed, multi-node training.

When he steps away from managing clusters, you can usually find him on a snowboard or somewhere up in the mountains.



## Past Sessions

### World Congress 2025 · July 9, 2025
Berlin, Germany
- [NVIDIA Expert Session: Optimized Deployment of Large Language Models](https://www.wearedevelopers.com/events/world-congress-2025/sessions/491-nvidia-expert) · 60 min
- [A Deep Dive on How To Leverage the NVIDIA GB200 for Ultra-Fast Training and Inference on Kubernetes](https://www.wearedevelopers.com/videos/1625-a-deep-dive-on-how-to-leverage-the-nvidia-gb200-for-ultra-fast-training-and-inference-on-kubernetes) · 30 min · 🎥 Watch recording

### World Congress 2024 · July 17, 2024
Berlin, Germany
- [From foundation model to hosted AI solution in minutes](https://www.wearedevelopers.com/events/world-congress-2024/sessions/183-from-foundation) · 30 min
- [Running AI Workloads in Containers and Kubernetes](https://www.wearedevelopers.com/events/world-congress-2024/sessions/204-running-ai-workloads) · 30 min



## Videos

- [A Deep Dive on How To Leverage the NVIDIA GB200 for Ultra-Fast Training and Inference on Kubernetes](https://www.wearedevelopers.com/videos/1625-a-deep-dive-on-how-to-leverage-the-nvidia-gb200-for-ultra-fast-training-and-inference-on-kubernetes) · Kevin Klues
- [From foundation model to hosted AI solution in minutes](https://www.wearedevelopers.com/videos/1170-from-foundation-model-to-hosted-ai-solution-in-minutes) · Kevin Klues


## Links

- [X](https://twitter.com/klueska)
- [LinkedIn](https://www.linkedin.com/in/klueska)