CV
Basics
| Name | Chih-Chuan, Hsu |
| Label | Graduate Researcher |
| leohsucc@gmail.com | |
| Website | https://leohsuprogramminglab.github.io/ |
| Summary | An immersed programmer holding a basketball lost in the forest. |
Work
- 2023.08 - current
Graduate Research Assistant
National Taiwan University
First, I utilized YOLOv7 to detect the patient's position in a monitoring system. Second, I extracted the features from patients' notes written by their families, and predict the potential of sarcopenia using LLM (Bert-Base-Chinese).
- Object Detection
- Healthcare system
- LLM
- 2022.06 - 2022.09
RD Intern in software development
OME Technology
Designing a Convolutional Neural Network (CNN) to implement anomaly detection in PCR machine. With dropout and test-time augmentation (TTA), I attained 98% accuracy.
- CNN
- TTA
- Automatic Optical Inspection
- 2022.02 - 2022.06
Teaching Assistant
National Taiwan University
Leading the experiments of forest measurement and sampling tools with 35 classmates.
- Horizontal Point Sampling
- Tree Measurement
- Tree Volume Measurement
Education
- 2026.08 - Present
- 2024.08 - 2026.05
- 2022.02 - 2024.06
Master's Degree
National Taiwan University, Taipei, Taiwan
Forest and Environmental Resource Conservation
- Deep Learning in Computer Vision
- Advanced Topic in Forest Sampling
- 2017.09 - 2021.06
Bachelor's Degree
National Taiwan University, Taipei, Taiwan
Forest and Environmental Resource Conservation
- Data Structure and Algorithm
- Database Management System
- Forest Mensuration
- Forest Sampling
Awards
- 2021.12.03
2021 Climate Change Innovation Competition
Ministry of Education, Taiwan
The Guardian of Trees: An innovative idea to monitor tree injuries using the power of citizen science.
Languages
| Mandarin | |
| Native speaker |
| English | |
| Fluent |
| Japanese | |
| Elementary |
| Taiwanese | |
| Fluent |