Research and develop AI models for computational photography, image/video enhancement, colour processing, ISP pipeline algorithms, spanning architectures such as vision-language models, diffusion image/video transformer models, etc.
Adopt emerging AI breakthroughs into high-impact innovations for mobile imaging
Implement research ideas in Pytorch or Tensorflow and continue with NPU compatible model optimization to enable a rapid integration into Huawei devices
Architect roadmaps and lead the execution of complex integration projects to enhance the on-device vision pipeline
Identify data requirements, guide collection and annotation efforts, and build high-quality synthetic data creation pipeline that enables reliable model training
Identify model failure cases and develop targeted solutions to improve performance in critical real-world scenarios