Master of Computer Science

2024/09 - 2025/08

University of Bristol

University of Bristol

Bachelor of Statistics

2013/09 - 2016/06

National Chengchi University

• The University badminton team member
• The badminton team representing for the Department of Statistics - Leader
• The cooking club - Internet Publicity Section

Backend Engineer

2023/04 - 2024/08

TNL Mediagene, Taipei, Taiwan

• Cr.ED Backend Developer (PHP)

Cr.ED is a creative generation tool designed to empower users in creating interactive ads for enhancing advertising effectiveness.

• Developed real-time Taiwan stock price lookup and name query services, integrated with third-party APIs for advertising modules.
• Created a cinema schedule inquiry feature, enabling users to view the nearest three cinemas and their daily showtimes upon location permission.
• Implemented a CSV/ZIP upload system for manual product data entry into PDC, including RabbitMQ integration, supporting up to 100 products and images per upload with a 15MB ZIP limit.
• UFO Radio Backend Developer (Python)

The UFO Broadcasting Network introduces its latest real-time listening app, featuring UFO Meals, hourly news, entertainment music, lifestyle information, and more. Tune in to the most current and exciting content on the UFO Broadcasting Network, available for both iOS and Android platforms.

• Monitoring Solutions
• Implement blackbox monitoring to track website performance and health, with results displayed on Grafana.
• Integrate Opentelemetry for collecting traces.
• Deploy Prometheus for gathering metrics and connecting them to Grafana.
• Invoice System

Develop APIs for registering activity invoices and integrate them with the Ministry of Finance's electronic invoice system APIs. Utilize FastAPI and Airflow with Docker for regularly updating invoice data and provide a backend interface for customers to easily query submitted invoices.

• Interactive Mobile Games

Create interactive video experiences between two mobile devices through sockets.

• Coke
• Justice League
• Campaign System

Design a comprehensive solution for an activity platform API and backend management system, including customizable management of various client events. The system should support image and audio file management and incorporate a permission system. Design a consistent API routing structure to facilitate flexible addition of new APIs.

Cr.ED

Techology Accelerates Digital Marketing To A New Era

About Cr.ED

Taiwan's Leading Creative Solution Cr.ED Launched in Japan, CTR having Increased by 2.6x

UFO Radio

The UFO Broadcasting Network introduces its latest real-time listening app, featuring UFO Meals, hourly news, entertainment music, lifestyle information, and more. Tune in to the most current and exciting content on the UFO Broadcasting Network, available for both iOS and Android platforms.

Full-Stack Engineer

2022/03 - 2023/03

E.SUN Commercial Bank, Ltd., Taipei, Taiwan

• PyCon Speaker

PyCon APAC 2022 speaker, and the topic is 「實現超自動化的驗證碼辨識」(Achieve a Hyper Automation for Captcha Recognizer).

• Web Services Developer
• Fintech Taipei 2022: Built the webpage of the intelligent AI service exhibition area for the 2-day exhibition.
• Voting System: Designed a voting system for the company's internal event, in which more than 400 people browsed the web in a short period of time.
• Customer Data Platform: Developed a web platform that generates data without code for the marketing team, mainly responsible for the backend FastAPI and database design. In addition to importing Redis as a task queue to execute long-term SQL queries, the service also imports Airflow to update database data.
• AI Challenge Competition: Created the real-time monitoring dashboard of the competition, maintained the OTP service, and also assisted in the refracting of the system code.
• Maintain Web Services

Negative News System: Responsible for web pages, backend and database.

Voting system

This system is a voting system that enables people who want to organize events and count votes to create and use voting services.

AI Challenge Competition

API Scoring System

Achieve a Hyper Automation for Captcha Recognizer

PyCon APAC 2022

Data Scientist & Software Engineer

2021/02 - 2022/03

E.SUN Commercial Bank, Ltd., Taipei, Taiwan

• Robotic Process Automation (RPA)
• Familiar with excel data collection, use selenium to control web pages, and create python script for executable files (EXE).
• Familiar with Git Actions for automated crawler and email sending.
• Guided about 10 people to complete the final RPA projects.
• ​Built a website based on Flask to visualize the execution of RPA logs.
• Computer Vision (CV)
• Researched several papers about CRNN, CTC, CRAFT, Attention and data augmentation.
• Implemented an OCR model to solve captchas.
• Python Lecturer
• Participate in the 2021 ithome 鐵人賽 self-challenge group 30 days posting challenge.
• Planned python tutorials for other departments and proposed a learning map.
• Lectured about 30 people and guided final EDA projects.
• Guided about 10 people for machine learning and deep learning courses.

Data Scientist & CRM

2017/09 - 2021/02

E.SUN Commercial Bank, Ltd., Taipei, Taiwan

• Machine Learning (ML)

Cooperated with the risk management department to predict whether the corporate financial loans will default.

• Computer Vision (CV)

Implemented Optical Character Recognition to identify documents uploaded by customers, developed YOLO and CRNN models and developed API to accelerate the review process in the credit card department.

• Customer Relationship Management (CRM)

Cooperate with the data analysis (DA) team, used the UNICA platform to send the marketing lists, and maintained the customer contact rules.