Sheilah Kirui
AI infrastructure advocate helping teams run production agents on dedicated GPUs.
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.