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Infrastructure · Infrastructure & hardware bring-up
Bare-Metal Server Deployment
Hardware-level PCIe lane routing and optimized hardware initialization for high-throughput private compute arrays.
Challenge
Off-the-shelf server configs left GPU bandwidth on the table and introduced boot-time failures under production load.
Outcome
Validated lane maps, firmware-tuned initialization sequences, and reproducible deployment runbooks for rack-scale arrays.