Undergraduate Research Assistant

• Jul 2022 - Present

An Undergraduate Research Assistant. Currently implementing an industry-university project for the entity alignment task of the knowledge graph under limited supervision scenario in cooperation with KKStream. An Undergraduate Research Assistant. Currently implementing an industry-university project for the entity alignment task of the knowledge graph under limited supervision scenario in cooperation with KKStream.

Teaching Assistant

• Feb 2022 - Present

An English-Medium-Instruction Teaching Assistant of Python Programming class in National Taiwan University. Responsible for assisting professors in guiding students, correcting homework, answering questions for students and providing program guidance in an all-English manner.

Graduate Student

• Aug 2021 - Present

Deep Learning Engineer

• May 2021 - Nov 2021

- An Industry-Academia Cooperation - Developed a deep-learning model that detects anomalies signs and marks from the fax. - Optimize the algorithms for some workflows, improving the performance of anomaly detection on the fax. - Much effort was spent on pre-processing tasks (rotation, zooming, and noise reduction) due to the inconsistent quality of faxed data. Our model achieved an impressive 95% accuracy rate in sign detection. - An Industry-Academia Cooperation - Developed a deep-learning model that detects anomalies signs and marks from the fax. - Optimize the algorithms for some workflows, improving the performance of anomaly detection on the fax. - Much effort was spent on pre-processing tasks (rotation, zooming, and noise reduction) due to the inconsistent quality of faxed data. Our model achieved an impressive 95% accuracy rate in sign detection.

Data Science Intern

• Jul 2020 - Aug 2020

- Construct database and manage data with MongoDB - Data analysis and visualization of stock indicators and various information data - Design the front-end prototype of the company's products - Construct database and manage data with MongoDB - Data analysis and visualization of stock indicators and various information data - Design the front-end prototype of the company's products

Teaching Assistant

• Feb 2020 - Jun 2020

This course is a practical course on the application of data science in the field of financial technology. I am responsible for assisting the professor in guiding the students taking the course, correcting homework, answering questions for students and providing program guidance. This course is a practical course on the application of data science in the field of financial technology. I am responsible for assisting the professor in guiding the students taking the course, correcting homework, answering questions for students and providing program guidance.

Research Study Assistant

• 2019 - 2020

- MOST 107-2514-S-031-001 - Transformation of cutting-edge artificial intelligence scientific research achievements: Translation, Presentation, and Evaluation: Evaluation and translation of the impact of artificial intelligence achievements and generation of artificial intelligence knowledge graphs. - MOST 107-2218-E-031-001-MY2 - Big Data Analysis and Artificial Intelligence: Realizing Crowdfunding Risk Assessment - MOST 107-2514-S-031-001 - Transformation of cutting-edge artificial intelligence scientific research achievements: Translation, Presentation, and Evaluation: Evaluation and translation of the impact of artificial intelligence achievements and generation of artificial intelligence knowledge graphs. - MOST 107-2218-E-031-001-MY2 - Big Data Analysis and Artificial Intelligence: Realizing Crowdfunding Risk Assessment