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Specialize in data science , I really believe committing every day on an open source project is the best practice . In my free time , I like to read foreign technical articles and translate them into traditional Chinese . And I am happy to share my new knowledge with more people . Beside , I enjoy co-work and grow together with others , that is meaningful to me .

Get the Master Thesis Award in Medical informatics

National Yang Ming Chiao Tung University

Obtained a patent for assisting the department in developing an upper limb autonomic rehabilitation system( Republic of China Patent Publication No .: 2014xxxxx)

Kaohsiung Medical University

Lead Data Scientist

陳冠廷 Nero Chen

Welhunt

1. Manage the data team by mentoring and one-on-one meetings to assist team members in achieving personal objectives & make sure that team output aligns with company strategy. 

2. Define coding conventions & best practices, make architectural decisions on data & components by working closely with CEO and other data team members.

3. New business survey and market analysis(Freight, LNG).

4. Provide futures market price time series model to forecast the daily trend, improve the company annual reward.
 -NN model, Regression, Classifier, Auto Hyperparameter Optimization

5. Build up Daily Forecasting Report Platform.
-Airflow, PostgreSQL, MySQL, Redis, MongoDB, Docker, Selenium

6. Build up Real-Time Stock Price Platform.Save 150w per year.
-Airflow, PostgreSQL, MySQL, Redis, MongoDB, Docker, Selenium, Nginx

1. Build an Enterprise Data Center with automatic mechanisms to  run AI model training, event-base notifications and  reduce routine tasks.
-Airflow, PostgreSQL, MySQL, Redis, MongoDB, Docker, Selenium

2. Provide electricity consumption forecasts to assist business analysis teams in trading judgments. 
 -Prophet, panda

3. Provide futures market price time series model to forecast the trend, improve the company's long and short futures contract strategy.
 -NN model, Regression, Auto Hyperparameter Optimization

Data Scientist

1. Build up an Open EDA Tool environment and agent for AI model training. Co-work with machine learning engineer implement paper result (CTS).
 - TCL, Python, Shell Script  

2. Assist RD improve productivity with data analysis tools. (DRAM, Low Power, Performance )
 - Splunk, Tableau 

3. Assist RD user in data analysis tool training and lead vendors to provide independent development capabilities.
 - Splunk

4. Build up Mediatek worldwide 5G telephony test data collection architecture 
- Splunk, AWS

5. Build up Mediatek Software Code Review mechanism improves code quality and productivity .

MediaTek Inc.

Data Analytics Engineer 

1. Maintain the company's internal sleep questionnaire system and wearable bracelet system, write automated tests and troubleshooting.
- Docker, Git, Linux Shell, CI/CD, Django, AWS。

Software Engineer

1. Planning and developing a clinical dynamic questionnaire system solution, which includes Android App and Web fill-in and Web questionnaire design, data analysis platform, and assisted 9Rise Co., Ltd. in writing a patent scope of a dynamic questionnaire method ( Republic of China Patent Publication No .: 2018xxxxx)
- Android, Node.js, MySQL, UCloud

 2. Planning and developing a home-based sleep monitoring system solution. It includes an Android App, Cloud cloud management platform, and wearable devices.Sleep analysis algorithms and the algorithms Yang-Ming University Brain teamwork and clinical trials with the Beijing Medical Center.
- Android, Node.js, MySQL, UCloud

陳冠廷 Nero Chen’s posts