I am a graduated student in National Yang Ming Chiao Tung University,Taiwan. My thesis is "Model-Agnostic Training with Sample Selection for Fair and Robust Learning".
I am familiar with deep learning related technologies, including trustworthy AI and computer vision.
In addition, I am also interested and passionate in information technology, including database, cloud, software design and development.
Sep 2021 - Jul 2023
Sep 2017 - Jun 2021
Sep 2014 - Jun 2017
Spring 2022, GRADE: A+
Spring 2022, GRADE: A
Jan 2023 - Jun 2023
Hsinchu City, Taiwan
Jun 2022 - Dec 2022
Hsinchu City, Taiwan
Jan 2022
Work: Energy-Efficient Dashboard
The IOT device connects to the home appliance, transmits the collected electricity consumption data to the azure IoT center, and uses python to capture the data in the blob storage to organize the data and present it on the smart dashboard, providing home appliance users with a clearer understanding of home appliances power consumption details and electricity bill trial calculation, so as to achieve smart power consumption and energy saving.
Aug 2020
Work: CATS - Clog AlerT System
After using a variety of models to build, the best prediction model for the backlog mileage is obtained, and the influence of different variables on the backlog mileage is explored. By exploring the importance of variables and building models, the possible back-blocking impacts after future national highway accidents can be dealt with more quantitatively and systematically.
Jun 2020
Work: P2P Default risk forecast
Using Logistic regression and random forest to construct a default prediction model of P2P online lending platform, the data is obtained from Lending Club, from 2016~2019.
Apr 2018
Nov 2021, Dec 2022
I am a graduated student in National Yang Ming Chiao Tung University,Taiwan. My thesis is "Model-Agnostic Training with Sample Selection for Fair and Robust Learning".
I am familiar with deep learning related technologies, including trustworthy AI and computer vision.
In addition, I am also interested and passionate in information technology, including database, cloud, software design and development.
Sep 2021 - Jul 2023
Sep 2017 - Jun 2021
Sep 2014 - Jun 2017
Spring 2022, GRADE: A+
Spring 2022, GRADE: A
Jan 2023 - Jun 2023
Hsinchu City, Taiwan
Jun 2022 - Dec 2022
Hsinchu City, Taiwan
Jan 2022
Work: Energy-Efficient Dashboard
The IOT device connects to the home appliance, transmits the collected electricity consumption data to the azure IoT center, and uses python to capture the data in the blob storage to organize the data and present it on the smart dashboard, providing home appliance users with a clearer understanding of home appliances power consumption details and electricity bill trial calculation, so as to achieve smart power consumption and energy saving.
Aug 2020
Work: CATS - Clog AlerT System
After using a variety of models to build, the best prediction model for the backlog mileage is obtained, and the influence of different variables on the backlog mileage is explored. By exploring the importance of variables and building models, the possible back-blocking impacts after future national highway accidents can be dealt with more quantitatively and systematically.
Jun 2020
Work: P2P Default risk forecast
Using Logistic regression and random forest to construct a default prediction model of P2P online lending platform, the data is obtained from Lending Club, from 2016~2019.
Apr 2018
Nov 2021, Dec 2022