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Use plotly to build an interactive dashboard for covid-19.
https://covid19-interactive-dashboard.herokuapp.com/

Covid-19 Interactive Dashboard

Machine Learning Engineer

Chen, Yen-Ting

Participate in Shopee Code competition. The competition contains some different kind of data science applications, such as
- Data Cleaning
- Data Analytics
- Object Classification
- NLP

Shopee Code League 2020

Focused on “Object Detection” and “Face Recognition” algorithms and graduated with an 83.4 GPA. Moreover, dedicated to “Elevator limiter for the number of persons based on Face
Detection” and “Image Resizing Algorithm”.

National Cheng Kung University

Studied widely in Academic fields, which included Computer Science, Communication Theory, Mathematics, and Statistics. Besides, involved in the Voice Tracking development project
guided by the Video/Audio Processing Laboratory. Contributed to mathematical model construction and C-based firmware programming. Finally won an award in “Undergraduate Special competition” host by NCU, College of Electrical Engineering & Computer Science.

National Central University

Chen, Yen-Ting I have over five years of experience as an UI/UX designer. By incorporating data analysis and user interview, I have assisted many b...

Chungyo Group

Manage a project of a real-time recommendation system for an online game. As the project leader in the team, I completed the project with precise execution ability under limited time and lack of human resources. The project was successfully running on GCP and provided real-time recommendations to users.

Project tasks
- Data analysis & cleaning
- Establish data preprocessing pipeline
- User-behavior analysis
- Fraud detection
- Develop and enhance ML models on GCP
- Technical document

Skill stack
- Python & PyQt
- MySQL
- Pandas
- WebSocket
- Scikit-learn
- Tensorflow & Keras

● Machine Learning Project 
- Developing ML functions, such as object detection and face recognition. 
- Customize the dataset for training models. 
- Training models on AWS. 
- Fine-tune models based on academic papers. 
- Present analysis results to cross-functional team members. 
- Fast deploy models and adapt to market changes. 

●Embedded System ARM-based 
- Design system architecture.
- Optimize File Server.
- Design Firewall.
- Design Log Server
- Design and optimize the database.

Bagikan