PROJECT EXPERIENCE Link to heading

2023/02 ~ 2023/06 Project Link to heading

Identifying Key Features for Sleep Quality Prediction Before Sleeping

• Developed an algorithm and established a pipeline from signal extraction devices to analysis

2022/07 ~ 2023/04 Project Link to heading

Sleep Enhancement Service Process Planning and Development

• Planned the sleep service process and developed auxiliary software tools

RESEARCH PROJECT EXPERIENCE Link to heading

2020/07 ~ 2021/12 Side Project Link to heading

Predicting Model of Pentagon Drawing of Mini-Mental State Examination

• Developed a model for cognitive ability testing, reducing clinical process time by 80%

2021/03 ~ 2021/06 In-Class Project Link to heading

CT Intracranial Hemorrhage Classification and Visual Explanations from Deep Networks

• Developed a rapid differentiation method for ICH, reducing clinical process time

2021/03 ~ 2021/06 In-Class Project Link to heading

Pneumonia Detection from Lung X-rays from Deep Learning Algorithms

• Developed a MATLAB App for distinguishing pneumonia severity from thermal maps

2020/12 ~ 2021/06 Google DSC Program Link to heading

NutAction (Android App) Algorithm UI/UX

• Integrated image recognition, diet tracking, and delivery service functionalities

2020/03 ~ 2020/06 In-Class Project Link to heading

Machine Model of Pentagon Drawing of Mini-Mental State Examination

• Developed a machine learning model for cognitive ability testing

2019/07 ~ 2020/01 College Research Link to heading

Object Detection Technology using Machine Learning on 2D Point Clouds

• Developed a function for 2D Simultaneous Localization and Mapping to recognize patterns

2019/04 ~ 2019/08 In-Class Project Link to heading

Complex Emotion Recognition - Application of Convolutional Neural Networks

• Trained a model to differentiate complex emotion recognition (vs. basic emotion recognition)

2018/09 ~ 2019/06 In-Class Project Link to heading

Capstone Project on Aerospace Engineering: Unmanned Aerial Vehicle (UAV) Design

• Designed and built a motor-driven UAV through practical computations and optimization

2018/09 ~ 2019/01 In-Class Project Link to heading

Aircraft Design: Private - The Medical Equipment Delivery Plane / Group - The Air Hospital

• Designed a transport aircraft from various factors based on theory and empirical principles

2016/09 ~ 2017/01 In-Class Project Link to heading

Computer Aided Design (CAD, using CATIA): Design a Glider

• Referenced existing gliders and utilized CAD to create an aircraft model