> Markdown version of [/@sheilah-kirui](https://www.wearedevelopers.com/@sheilah-kirui). 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). --- # Sheilah Kirui AI infrastructure advocate helping teams run production agents on dedicated GPUs. ## About Sheilah Kirui builds and teaches AI infrastructure and inference engineering. As a former software engineer, she helps developers untangle the complex systems required to deploy AI applications from the ground up. At Akamai, her work centers on the inference layer beneath modern agent frameworks. Her hands-on sessions teach engineering teams how to run production AI agents on dedicated GPUs, rather than relying on rented intelligence. From continuous batching to KV cache pressure, she tackles the real-world bottlenecks that emerge when you operate inference servers yourself. ## Past Sessions ### World Congress 2026 North America · September 23, 2026 San José, CA - [Agents That Own Their Inference: Building Production AI Agents on Dedicated GPUs](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1717-agents-that-own) · 120 min ## Links - [LinkedIn](https://www.linkedin.com/in/sheilah-kirui/)