lumaai - Research Scientist / Engineer – Performance Optimization

• Expert-level Triton/CUDA programming and GPU optimization. • Strong PyTorch skills, including kernel development and custom operations. • Proficiency with profiling tools (NVIDIA Nsight, torch profiler, custom tooling). • Deep understanding of transformer architectures and attention mechanisms. • Experience with compilers and exporters (torch.compile, TensorRT, ONNX, XLA). • Experience optimizing inference workloads for latency and throughput. • Triton compiler and kernel fusion techniques. • Knowledge of warp-level intrinsics and advanced CUDA optimization.