NPU and image accelerator). Debug mismatch between CSim and RTL or performance issue with firmware, CSim, and HW team. Survey advanced techniques, compiler: TVM, MLIR, runtime: TFRT, IREE, model/hardware co-design: network architecture search. Recruit and lead interns to complete specific research work. Fongfu.Software Engineering Manager.2016 / 9 ~ 2018 / 6 Build up a software team (~5 engineer) to deploy services on iOS/Android and Asus Zenbo. System architecture evaluation and planning (Mobile App, Web backend) Developed face recognition algorithm. SmartAll.Senior Software Engineer.2016 / 2 ~ 2016 /