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

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.

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.

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.

Create interactive video experiences between two mobile devices through sockets.

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.

- 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).

- 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 back-end 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.

- Negative News System：Responsible for web pages, back-end and database.

- 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.

- Researched several papers about CRNN, CTC, CRAFT, Attention and data augmentation.

- Implemented an OCR model to solve captchas.

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.

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

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.

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