Chih-Yang Chen Email & Phone Number

Taipei City, Taiwan

Led a team of four- Clarified client requirements and served as liaison between projects and teams for smooth collaboration- Directed AI module planning and technical decisions, ensuring alignment with project goalsLed the team to deliver AI modules for projects related to car-mount cameras- Multitask perception (object detection, semantic segmentation) for mapping with edge devices- Object detection for blurring sensitive information (such as faces, license plates, etc.) in images- Lane detection for positioning vehicle laterally on roadRewrote training code to support multitask models, enabling multiple projects to share a single codebase

Hsin-Tien, New Taipei City, Taiwan

Proposed Hypernetwork-Based Augmentation to learn CNN model parameters and data augmentation hyperparameters simultaneously, intended to find suitable augmentation hyperparameters for medical data- Achieved the fastest hyperparameters searching time among state-of-the-art methods- Modified PyTorch modules to reduce around 36% of training timeWorked with a medical doctor from Chang Gung Memorial Hospital to research chronic kidney disease (CKD) patients’ data- A paper was accepted by ACM MM Health Workshop, 2017- Compared various models (Decision Tree, Random Forest, SVM, MLP) for predicting patients’ CKD degradation- Reduced feature dimensionality by using domain knowledge and stacked denoising autoencoderProvided object detection module to DeepQ AI platform, which aims to enable doctors to train and deploy AI easily- Designed training and evaluation dashboard, and visualize results with matplotlib- Handled a patent segment related to annotation integration workflow

Simulation of Light Scattering and Propagation (OE5047)

Master'S Degree, Computer Science

CMLab Master thesis: - A Robust Reconstruction Based Multi Frame Super Resolution Method using Optical Flow (advisor: CYY) Courses.

Bachelor'S Degree, Physics