Yen-chun Wang
Passionate about algorithm, machine learning. Working with software teams about three years. Familiar with C++/Linux/Python. Long-term attention to education issues and teach high school students and adults how to program.
Taipei City, Taiwan
Work Experience
Senior Software Engineer • Wistron ITS
May 2022 - present
- Develop deep learning application related to style transfer and auto-painting.
- Lead the team to develop cross-platform applications for some devices. The technologies include Node.js(electron/react), C/C++ and objective-c. Develop system and kernel extensions using C++ and objective-c.
Software Engineer • Skymizer
Jun. 2019 - Mar. 2021
- Research and modify the architecture of NVIDIA deep learning accelerator(NVDLA), including official compiler, loadable file, user mode driver(UMD) and kernel mode driver(KMD).We cooperated with the hardware team of the Industrial Technology Research Institute to develop a new architecture for object detection task(YOLOv4 model).
- Participate in the System Design Contest held by the Design Automation Conference (DAC) in 2020. I use Xilinx development tools (Vivado HLS) to implement neural network-based embedded systems. Ultra96 v2 FPGA development board was used in the competition.
- Research on different deep learning algorithms. Like Efficientnet, YOLO, Transformer, GPT-2, etc. Based on the speed and resource limitations of hardware computing, we use different operators to implement the model without reducing too much performance. Frequently use deep learning framework in Python - PyTorch and Tensorflow.
Education
2015 - 2017
National Chiao Tung University
Science Education
2011 - 2015
National Cheng Kung University
Electrical Engineering
Skills
- C++
- Python
- Machine Learning Algorithms
Languages
- Chinese — Native
- English — Limited Working Proficiency
