Jianzhong Xu
SW Applications Engineer
Prosper, Texas, United States
Summary
👤
Senior🎓
Top SchoolJianzhong Xu is a seasoned software applications engineer with over 20 years of experience turning mathematical algorithms into production-grade embedded and edge AI systems. At Texas Instruments he led the effort to make AM57x a TVM deep learning backend and has built HPC libraries, DSP algorithms, and real-time firmware used in commercial products from IP phones to Sitara MPU-based IoT devices. His expertise spans machine learning, high-performance computing, acoustic signal processing, and low-level driver/framework development, with hands-on proficiency in C/C++, Python, MATLAB, TVM, TensorFlow and TI toolchains. Jianzhong’s career began implementing V.90 modem impairment learning on TI C5x DSPs—a formative project that shaped his lasting focus on translating math into practical software. He combines creative problem solving with rigorous engineering discipline, mentoring teams and driving projects from algorithm design through system integration. Based in Prosper, Texas, he balances deep embedded systems knowledge with modern ML deployment experience for edge acceleration.
10 years of coding experience
23 years of employment as a software developer
The University of Maryland, College ParkB.S. in Electrical Engineering, B.S. in Electrical Engineering at Zhejiang University
Github Skills (31)
distributions9
yocto9
embedded-linux9
amazon-web-services9
baking8
gstreamer8
cpu7
software-update7
machine-learning7
metadata7
embedded6
iot6
deep-learning6
yocto-project6
aws6
Programming languages (4)
Github contributions (5)
jianzhong-xu/incubator-tvm
Mar 2020 - Jun 2020
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Contributions:4 PRs, 18 pushes, 4 branches in 2 months
cputvmdeep-learninggpumachine-learning
jianzhong-xu/edgeai-gst-plugins
Mar 2024 - Jan 2025
Repository to host GStreamer plugins for TI's EdgeAI class of devices
Contributions:1 push, 2 branches in 9 months
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