Furthermore, you optimise AI models for embedded platforms, driving performance analysis and benchmarking, as well as runtime, compute, and memory efficiency on next-generation edge hardware. * You design and operate scalable, MLOps-driven optimisation pipelines, enabling training, deployment, and inference across diverse embedded targets and accelerator architectures. * Strong expertise in embedded AI, particularly in neural network architectures, quantisation, hardware‑ and quantisation‑aware training, as well as deployment formats and cross‑platform portability. * Proven success in transferring ML models from research or prototype phases into productive, value‑creating applications on embedded targets.
mehr