# Chun-Yen (Jacky) Yeh

> Software Engineer at MemryX Inc.

Location: United States, United States
Profile: https://flows.cv/chunyen

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.

Three years of working experience as an automatic inspection engineer, where I Developed automated defect inspection workflows and created defect libraries. In my current program, I have worked on multiple projects related to perception for autonomous vehicles, including lane following, SLAM, and object tracking in real-world scenarios.

Please feel free to connect or reach out me:
jackyyeh511@gmail.com

Welcome to visit my website to know me more:
https://jackyyeh5111.github.io

## Work Experience
### SDK Software Engineer @ MemryX Inc.
Jan 2025 – Present | Ann Arbor, Michigan, United States

### Computer Vision Intern @ Kohler Co.
Jan 2024 – Jan 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.

### Vision Inspection Software Engineer @ Gatos Vision Inc.
Jan 2019 – Jan 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.

### Machine Learning Intern @ GAMEMIND
Jan 2018 – Jan 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.

### Data Scientist Intern @ Quadas京纬数据
Jan 2017 – Jan 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
### Master of Engineering - MEng in Autonomy and Robotics
University of Illinois Urbana-Champaign
Jan 2023 – Jan 2024

### Master's degree in Computer Science and Information Engineering
National Taiwan University
Jan 2016 – Jan 2019

### Bachelor's degree in Electronic Engineering
National Taiwan Normal University
Jan 2012 – Jan 2016


## Contact & Social
- LinkedIn: https://linkedin.com/in/jackyyeh

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Source: https://flows.cv/chunyen
JSON Resume: https://flows.cv/chunyen/resume.json
Last updated: 2026-04-01