About this role
Enable AI application development on Windows on Snapdragon by developing performance optimization tools, reference workflows, and benchmarking AI models on CPUs, GPUs, and NPUs to improve model performance, efficiency, and accuracy.
Skills for this role
AI/ML application developmentModel optimizationPerformance benchmarkingHardware accelerationCPU optimizationGPU optimizationNPU optimizationHeterogeneous systems architecturellama.cppCNNsRNNsTransformersEnsemble methodsPyTorchTensorFlowONNX RuntimeMLIRBERTGPTT5LlamaLarge language models (LLMs)Embedding modelsSentence transformersRetrieval pipelinesProduction AI workflowsCC++PythonJava