Dl/Ml Senior Engineer
・Design main neural network architecture and develop algorithm (CNNs, RNNs...) in SoC・Develop low power algorithm and model compression (saving 200+times)・Co-design reconfigurable AI accelerator (Support CNNs+RNNs…)・Tape out 3 SoC of the customize AI accelerator successfully・Develop automatic NN fixed-point configuration algorithm ・Design system pipeline ・Data analysis, signal processing, feature engineering, augmentation, training, evaluation ・Provide test-pattern, system parameter for SoC verification in bit-true level on FPGA ・Adapt advanced model to existing fixed-SoC・SDK team ・Future radar-based technique feasibility study ・Customer requirement feasibility study and trouble-shooting ・Competitor technical analysis ・SDK tools and functional design・Design automatic cloud training system on AWS to boost customer bandwidth・3 U.S. Patents・CES customer presentation in Las Vegas 2020