CV

Education

Master of Science in Computer Vision, Carnegie Mellon University, Dec. 2025 (expected)
Master of Science in Computer Science and Engineering, National Yang Ming Chiao Tung University, Dec. 2021
Bachelor of Science in Electrical Engineering and Computer Science, National Yang Ming Chiao Tung University, June 2020

Tron Future Tech: Senior Software Engineer, Feb. 2022 - June 2024
- Designed software architecture, data flow, usage scenarios, simulation environment, and evaluation metrics for T.Cam, enabling tracking of DJI Mavic 3 at distances over 350 meters
- Developed and improved target movement estimator and camera/flight control algorithms for UAV tracking using a Kalman filter, achieving an approximately 86.55% reduction in position estimation mean error
- Enhanced detection models to reduce false alarm rates by 91.97%; created company’s first image dataset (real/rendered) with over 150,000 objects using Blender and a web crawler
National Yang Ming Chiao Tung University: Teaching Assistant for Machine Learning
- Got 68 domestic and international students enthusiastic about machine learning and helped them have a solid understanding of the fundamentals

Programming: Python, PyTorch, C/C++, Bash, MATLAB, TensorFlow, Verilog, JavaScript
Tools: Version Control (Git), Docker, ROS2, PX4, Gazebo, OpenCV, Sklearn, Pandas, Blender, Gstreamer, k6, MySQL
Platforms: Linux, NVIDIA Jetson, Raspberry Pi