Kai Zhou work email
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Kai Zhou personal email
I am working in Ansys as a sensor engineer, focusing on lidar simulation, sensor impact on sensors, and lidar signal processing.I graduated as a Ph.D in Mechanical Engineering of ASU, with interdisciplinary and in-depth knowledge in perception using deep learning and computer vision, lidar system simulation, and lidar system development.Focuses:(1) Lidar hardware design:- Prototype lidar design and system characterization for autonomous vehicle using off-the-shelf components. - Development of signal processing algorithms (C/C++) for calibration, error/noise compensation of TDC-based and ADC-based lidar system.(2) Lidar system simulation- Established a lidar model in Unity using cameras and shaders,- Embedded the physics-based error model to the Unity-based lidar model, which generates point clouds with physics-based noises.(3) Point-clouds and image processing using deep learning techniques- familiar with state-of-art point cloud processing networks, PointNet, PointNet++, and image processing networks: Faster RCNN, SSD, YOLO etc.- developed novel point clouds classification and segmentation algorithms.- implemented computer-vision-based and deep-learning based algorithms for vehicle and lane-line detection, and street-pixel separation.
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Lidar EngineerZoox Mar 2022 - PresentFoster City, California, Us -
Senior Sensor Engineer - LidarAnsys Sep 2021 - Mar 2022Canonsburg, Pa, Us -
Sensor Engineer - LidarAnsys Oct 2018 - Aug 2021Canonsburg, Pa, Us -
Graduate Research AssistantArizona State University May 2013 - May 2019Tempe, Az, UsAdaptive Scanning Lidar Design- Investigated state-of-art lidar techniques and components, participated in the design of a prototype lidar, and performed system testing, trouble shooting and signal processing.- Developed a virtual adaptive scanning lidar using Unity3D.Wind Gusts Detection and Tracking using Lidar Data- lidar deployment, designed scanning strategies and experiments, and collected lidar data across a wind farm and an airport for several months.- Retrieved 2D wind field using statistical data assimilation method from over 300GB lidar measurements.- Designed a novel real-time wind gusts detection and tracking algorithm using computer vision techniques, which can detect and associate deforming gust regions separated by up to 1 km. -
Graduate Teaching AssistantArizona State University Aug 2016 - May 2017Tempe, Az, UsThermal and Fluid Mechanics Laboratory-Described the physics of air conditioner and thermocouples, guided over 100 undergraduate students to perform experiments, discussed questions with students, and graded full length reports.
Kai Zhou Skills
Kai Zhou Education Details
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Arizona State UniversityMechanical Engineering -
Arizona State UniversityMechanical Engineering -
Shandong UniversityThermal Energy & Power Engineering
Frequently Asked Questions about Kai Zhou
What company does Kai Zhou work for?
Kai Zhou works for Zoox
What is Kai Zhou's role at the current company?
Kai Zhou's current role is Lidar Engineer at Zoox.
What is Kai Zhou's email address?
Kai Zhou's email address is ka****@****sys.com
What schools did Kai Zhou attend?
Kai Zhou attended Arizona State University, Arizona State University, Shandong University.
What skills is Kai Zhou known for?
Kai Zhou has skills like Linux, Sensor Fusion, Reinforcement Learning, Pid, Matlab, Heat Transfer, Deep Learning, Model Predictive Control, Microsoft Office, Computational Fluid Dynamics, Labview, Lidar.
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