Hans Salomonsson

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machine learning artificial intelligence deep learning embedded systems deep learning optimization edge computing iot automotive autonomous systems autonomous driving software development ai model optimization sdk automotive ai aerospace ai iot ai energy efficiency hardware acceleration resource constraints model pruning quantization neural architecture search device compatibility performance benchmarks reduced energy consumption faster inference memory optimization edge ai real-time processing software development kit hardware abstraction production costs algorithm optimization time-to-market competitive advantage deep learning models safety-critical systems model performance cost reduction data privacy ai deployment automated optimization hardware integration hardware-aware algorithms adaptive quantization semantic segmentation vision transformers lane detection unified models iot deployment cloud to edge algorithmic efficiency system performance model accuracy advanced algorithms information technology & services embedded hardware & software hardware environmental services renewables & environment