Mathematics student passionate about artificial intelligence and computer vision. Seeking to leverage strong mathematical expertise and AI skills to develop innovative real-world solutions. Experienced in creating real-time automated systems for sports analytics, leading successful teams in AI competitions, and actively sharing expertise through numerous technical talks and presentations at international and national platforms. Currently, I’m interested in leveraging Diffusion models to create synthetic datasets that aid in solving real-world tasks.
Mathematics: Numerical Analysis, Linear Programming, Statistics, Probability
Computer Science: Deep Learning for Computer Vision, 3D Computer Vision with Deep Learning Applications, Data Science and Computer Programming, Computer Programming and Data Analysis in Sports
[Independent Development] | Aug. 2022 - Jun. 2024 A Real‑Time Automatic System of Tracking and Analyzing Basketball Matches based on Computer Vision and Deep Learning Model
Engineered a real-time system for tracking and analyzing basketball matches via computer vision.
Developed an end-to-end system, reducing positioning error by 35% compared to infrared devices.
Implemented the system in the NTNU gymnasium for coaches to analyze basketball matches.
SITCON 2024 | Academia Sinica, Taipei | Mar. 2024 Enhanced Real-World VQA: A Selective-Based Approach
The 14th Japan-Taiwan Joint Workshop for Young Scholars in Applied Mathematics | Meiji, Tokyo | Feb. 2024 Multi-Camera Multi-People Tracking on Basketball Matches Based on Deep Learning Models
NCTS Undergraduate Research Program Presentation | NCTS, Taipei | Jun. 2023 Mixed-Norm Total Variation Denoising Model with Application to Surface Imaging
TWSIAM 2023 Poster Presentation | NTNU, Taipei | May. 2023 An AI Referee of Badminton Matches
NCTS Student Workshop on Scientific Computing | NCU, Taoyuan | Apr. 2023 An Improved Variational Method for Image Denoising
The 13th Japan-Taiwan Joint Workshop for Young Scholars in Applied Mathematics | NTU, Taipei | Feb. 2023 A Real-Time Automatic System of Tracking Basketball Matches Based on Deep Learning Models
NCTS Undergraduate Summer Research Program Final Presentation | NCTS, Taipei | Jul. 2022 Numerical Methods for Image and Geometry Processing
TWSIAM 2022 Poster Presentation | NYCU, Hsinchu | Jul. 2022 Real-Time Automatic Tracking of Basketball and Players by Computer Vision Based on YOLOv5, ByteTrack, FastReID and EasyOCR Deep Learning Models
The 12th Japan-Taiwan Joint Workshop for Young Scholars in Applied Mathematics | Meiji, Tokyo | Feb. 2022 A Study on the Image Stitching Technology
NCTS Student Mini-Symposium in Applied Mathematics NTHU, Hsinchu | Feb. 2022 A Study on the Image Stitching Technology
Certifications
Programming Teaching Assistant of Department of Mathematics
National Center for Theoretical Sciences Mathematics Division Undergraduate Research Program
National Center for Theoretical Sciences Mathematics Division Undergraduate Summer Research Program
Taipei Municipal Cheng-Gong High School Science and Math Talented Class
Go Professional Dan Certificate
Programming Skills
Languages: Python (Advanced), MATLAB (Advanced), C++ (Advanced), C (Intermediate), Java for Android (Basic), C# (Basic), PHP (Basic), LaTeX (Intermediate)
Data Analysis Libraries: NumPy (Advanced), Pandas (Intermediate)
Version Cintrol: Git (Advanced)
Joke: My colleagues like to respectfully call me the “Conda Environment Engineer” because I excel at successfully setting up conda environments in a short amount of time, which they often struggle with for days.
