Cheng Xu Email & Phone Number

Mountain View, Ca, Us

San Jose, Ca, Us

• Deployed TensorFlow NN and post-processing software onto the embedded systems (QNX/LINUX on A1000 chip) for mass production and commercialization, such as Lynk & Co 08 DX11, Dongfeng Eπ S73• Resolved the mismatch between detected lane lines and HD map lane lines by using 3D geometric mathematical modeling, providing online calibration and slope model estimation

Ramsey, Nj, Us

• Led a team to redesign the legacy form analysis tool into an innovative modernized system, eliminating image registration issues (complained by many users) and bringing 10+ new clients• Optimized the structures of legacy deep learning models, decreasing the model loading and running time by up to 55%, cutting down GPU usage by up to 45% while maintaining the same accuracy• Compressed 5 single-task models into one multi-task model, reducing the GPU usage by 72%

Terre Haute, In, Us

• Implemented Discrete Fourier Transform (DFT) algorithm in both Python and MATLAB for image stitching • Applied Image Segmentation Technique to successfully detect and analyze the grains automatically • Built and optimized a three-dimensional low-cost motorized stage with stepper motors for the ZEISS Axio VERT.A1 microscope • Developed a software which integrates with the motorized stage described previously and Amscope cameras on the optical microscope • Designed a software like Google Map which allows users to navigate and zoom in/out on a large image

Jubail City, Eastern Province, Sa

• Programmed the YOLO-v3 Neural Network on a DJI drone using C/C++ for the purpose of replacing the security of a construction site in HongKong• Added a retrained YOLO-v3 to the security cameras in office that could recognize human being at night

Paris, Île-De-France, Fr

• Designed a software in Python and MATLAB that locates the light leaks automatically in a thousand images for 5 minutes • Saved time for optical engineer to look for light leaks manually which could take several hours • Presentation on comparing image processing and machine learning way to design the software

Birmingham, Michigan, Us

• Designed a hybrid vehicle that fulfills the needs of Chinese market and optimized the performance matrix of it• Validated the designs of hybrid vehicle by simulating them in the software Autonomie

Master Of Science - Ms, Mechanical Engineering (Thesis On Artificial Intelligence)

Bachelor'S Degree, Mechanical Engineering