Zihao Z. Email & Phone Number

Santa Clara, Ca, Us

San Jose, Ca, Us

Leading the deployment of Transformer models, including tasks such as training, graph optimization, quantization, performance tuning, compiler support, and runtime scheduling. Models include StreamPETR, MapTR, BEVFormer, and others.Acceleration framework development, including quantization, training and optimization.AI tools development, including graph optimization, quantization, custom operator development, code generation, etc.Submitted three quantization patents.

Ann Arbor, Mi, Us

Vision Project for ZF-TRW vehicle with Surround View Camera System:• Proposed a multi-camera multi-view tracking solution for a surround-view system mounted on the vehicle, we took advantage of the Re-ID network and applied geometry constraints to the system.• Published two papers, accepted in IJCNN 2021 and WACV 2019.

Ann Arbor, Michigan, Us

Worked on pedestrian behavior analysis project (Python):• Developed pedestrian intention estimation and trajectory prediction (PIE) model and made it available for real-time environment.

Jiading, Shanghai, Cn

Worked on SAPA (Semi-Auto Park Assist) project:• Developed a binary classification PeleeNet model to identify obstacles in the parking space. Optimized and accelerated the model with TensorRT. • Used motion features to track the parking lots in real-time, the tracking method also reduced the post-processing time of the bottom-up network.• Participated in camera calibration of ES8 (all-electric SUV).

Master'S Degree, Computer And Information Sciences, General

Bachelor'S Degree, Computer Science