: Da Vinci Xi, Getinge Autoclave, Amsco Autoclave, Steris V-Pro, Steris System 1e, Getinge 86 series washer, Triton 72 ultrasonic...
technical tasks and solutions involving JAX, ML systems, custom kernel workflows, Pallas, Triton, and related optimization... writing, optimizing, or evaluating custom GPU kernels using Pallas, Triton, or comparable kernel-level tools...
, Steris V-Pro, Steris System 1e, Getinge 86 series washer, and Triton 72 ultrasonic cleaner. Strong critical thinking...
and compute optimization Experience with: PyTorch (model-level workloads and execution) Triton (custom kernel development...
, OpenTelemetry) applied to both standard infrastructure and AI workloads (e.g., Triton Inference Server monitoring). Preferred...
experience protecting live AI inference pipelines built on TensorRT-LLM and Triton Inference Server. Cloud-Native Governance...
(NVAIE), NIM microservices, Triton Inference Server, NeMo and NeMo Guardrails, Run:ai, TensorRT-LLM, and quantized/air-gapped...
pipelines built on TensorRT-LLM and Triton Inference Server. Cloud-Native Governance: Extensive familiarity managing Kubernetes...
Evaluation Evaluate technical tasks and solutions involving PyTorch, ML systems, custom kernel workflows, Triton, Pallas... at scale Experience writing, optimizing, or evaluating custom GPU kernels using Triton, Pallas, or comparable kernel-level...
optimizations using Triton, XLA, Torch Inductor, or TVM, working with the broader ML framework community to land improvements... with custom kernel authoring in Triton or CUTLASS. Experience with FinOps for AI workloads. Publications or talks on AI systems...