Chi-Rung Chang
[email protected]
Education
National Chiao Tung University (NCTU) Hsinchu, Taiwan
M.S. in Department of Electronics Engineering Sep. 2017- Sep. 2019
- Laboratory: Artificial Intelligence and Multimedia Laboratory (AIMM LAB)
- Course: Machine Learning, Deep Learning, Integrated Circuits Lab (IC Lab), Digital Integrated Circuits (DIC)
- Experience: Teaching Assistant of Artificial intelligence
National Cheng Kung University (NCKU) Tainan, Taiwan
B.S. in Department of Electronics Engineering Sep. 2013- Jun. 2017
- Final ranking: 8/55, 21/159
- Laboratory: IMSPMD LAB
- Honors: NCKU EE 2014 Academic Excellence Award, NCKU EE 2015 Academic Excellence Award
Skills
Languages
- TOEFL IBT 95/120
- GEPT high-intermediate preliminary test
Programming Language
- Verilog
- C/C++
- Python
- Matlab
DL Framework
- Tensorflow
- Pytorch
Project and Course in NCTU
Research topic, 2019.6 - 2019.9
A Windshield Image Enhancer Based on a Two-way Generative Adversarial Network
Project cooperate with Foxconn, 2019.2 - 2019.9
Object Detection applied on Automated Optical Inspection (AOI).
(Cooperate with Foxconn)
Research topic, 2018.10 - 2019.5
CBPNet: Class-balancing Pyramid Network for CT Lesion Detection
Deep Learning in NTHU (teaching by Shan-Hung, Wu), 2018.9 - 2019.1
Course Project: (Tensorflow)
1. Predicting Appropriate Response: Word2Vec + SGDClassifier
2. Image Object Detection & Localization: YOLOv1
3. Image Caption: VGG16 + LSTM
4. Reverse Image Caption: Conditional GAN
5. You Draw I Draw: Sketch-RNN
(Besides, we have 16 labs in this course)
Deep Learning in NCTU, 2018.7 - 2018.8
Course Labs: (Pytorch)
1. ResNet
2. LSTM
3. CVAE
4. TD-Learning
5. DDPG
Integrated Circuits Lab (IC Lab), 2018.2 - 2018.6
Course Project: (Verilog)
1. BFS to find a solution of a maze.
2. Gradient Descent on a polynomial function.
(Besides, we have 12 labs in this course)
Digital Integrated Circuits (DIC), 2018.2 - 2018.6
Project in NCKU, 2015.7 - 2016.7
Multiphase Bulk Converter with Current Balancing and Adaptive Voltage Positioning.
