NYDUX

NYDUX is a one-person AI infrastructure consultancy based in Bengaluru, India, founded in 2025. It specializes in GPU cluster diagnostics for platform and ML infrastructure teams running large-scale LLM training or fine-tuning on 8 to 1024+ GPUs. The company offers a fixed-price, five-day diagnostic service that identifies system-level inefficiencies such as NCCL misconfiguration, memory fragmentation, and scaling bottlenecks, with the goal of recovering lost compute performance.