THE CRUNCH
Sakeena Fiza, a validation engineer at NVIDIA, describes her work as a detective story, hunting for the ways new AI systems might break before they reach customers. She details the process of bringing up new hardware, from initial power-up to rack-scale testing, ensuring components behave correctly under stress. Fiza says validation engineers must be mechanical, electrical and firmware experts to solve complex issues
Fiza says her role involves checking everything from high-speed signalling to the level of dust in a customer facility, as a single rack can contain half a million components. She describes the process as 'the Avengers assembling', where engineers from different disciplines race to make a system work. Her work ensures that the complex hardware required to run AI can be trusted in real-world conditions.
The engineer says validation is about being the 'first customers' for a product, exercising it to its limits before mass production. She notes that the pressure of the work is inseparable from the pleasure of it, as each failure mode offers a chance to make the next system better. Fiza says she is excited about the products in the pipeline, which she believes will 'change the world.'


