Actively looking for full-time positions where I can bring my expertise to impactful projects. My passion lies in the intersection of Computer Vision, Deep Learning, and Robotics, with hands-on experience in manufacturing industry and autonomous systems.

Experience

2025 — NowMemryX Inc.SDK Software Engineer

2025 — Now

Ann Arbor, Michigan, United States

2024 — 2024Kohler Co.Computer Vision Intern

2024 — 2024

Champaign, Illinois, United States

Developed Augmented Reality(AR) application, enabling Kohler's molders to make precise hand alterations to clay products with real-time feedback.

Generated surface deviation colormap by comparing 3D scanning point clouds of product with original CAD models using Open3D library.

2019 — 2022Gatos Vision Inc.Vision Inspection Software Engineer

2019 — 2022

Taipei City, Taiwan

Developed innovative Automatic Optical Inspection (AOI) solutions for paper-made products, driving significant improvements in accuracy, scalability, and deployment efficiency:

5x Increase in Machine Deployments: Developed vision-based inspection solutions, enabling rapid scaling across manufacturing environments.

20% Accuracy Improvement: Resolved label conflicts and created custom training datasets for instance segmentation (Mask-RCNN) using TensorFlow.

25% Faster Processing: Optimized software speed with NVIDIA TensorRT SDK and implemented early stopping in multi-threaded designs.

Faster Adaptation: Refactored codebase for scalability using OOP principles and integrated 3+ design patterns.

Streamlined Development: Managed multi-container applications with Docker Compose, ensuring isolated and efficient component handling.

Inspection Library: Built a C++/Python library using OpenCV, CMake, and C++ Boost.

2018 — 2018GAMEMINDMachine Learning Intern

2018 — 2018

Taipei City, Taiwan

Analyzed trending keywords and recommended eye-catching news headlines by NLP deep learning approach.

Use tf-idf to analyze news content for extracting tags and related news automatically.

2017 — 2017Quadas京纬数据Data Scientist Intern

2017 — 2017

Taipei City, Taiwan

Utilized PySpark for distributed computing to analyze terabytes of user behavior data on mobile devices.

Improved online advertising effectiveness by 5% with auto-decoder based fraud web traffic detection.

Education

2023 — 2024

University of Illinois Urbana-Champaign

Master of Engineering - MEng

2023 — 2024

2016 — 2019

National Taiwan University

Master's degree

2016 — 2019

2012 — 2016

National Taiwan Normal University

Bachelor's degree

2012 — 2016