• Develop iToF based depth cameras: hardware bring up, develop firmware, develop camera SDK and demo application, make documentations.• Run AI models on embedded devices, including quantization, QAT, compilation. Evaluation performance and accuracy on different NPUs from multiple vendors.• Develop LiDAR based handheld 3D scanner: hardware bring up, calibrate sensors, implement SLAM algorithm.

• Research on state-of-the-art approaches on accelerating Deep Neural Networks (DNN) on specialized hardware, especially FPGA• In charge of developing multiple FPGA DNN accelerators, from architectural design and RTL implementation/simulation, functional verification and demo system.• Optimize for different quality aspects: area, performance, power

• Involved in outsourced Advanced Driver Assistance system (ADAS) projects• Implement multiple low-level SIMD feature used in image processing algorithms• Write unit tests

• Develop Set-Top Box products for TV streaming services• Work with chip vendors such as Broadcom and Cisco to debug Linux device drivers• Perform board bring-up, fix bootloader and driver issues when upgrading kernel and toolchain.• Write factory tests