Majoring in AIoT and data science, I am taught to grow into a person with positive attitude and willing to learn and progress. Being an active, creative and innovative member in a team, I can always provide different ideas through brainstorming. With numerous experiences and a great ability to deal with problem solving, I have strong determination to succeed and hope to make a contribution to every opportunity.I am willing to share my new knowledge with more people .Co-work and grow together with others, that is my goal in my life.
* Open source contributor and maintainer
* 7+ years software development experience [at] 9Rise, MediaTek and Welhunt
* 4+ years data analytic & machine learning experience [at] MediaTek and Welhunt
* Cloud Architecting and Backend Development
* Familiar with team-collaboration
Teach Manager, Data Scientist
Taipei ,TW
[email protected]
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, Model 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
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 .
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。
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
- Get the Master Thesis Award in Medical informatics
- G.P,A. : 4.0
- Obtained a patent for assisting the department in developing an upper limb autonomic rehabilitation system( Republic of China Patent Publication No .: 2014xxxxx)
- G.P,A. : 3.8
Familiar with data analysis methods such as data structure, regular expression, and good at analyzing data scenarios to establish a suitable data pipeline (Splunk, Oracle, MongoDB).
Familiar with communicating with RD department and establishing visual analysis dashboard (Tableau, Splunk) and discovery data insight for their business needs.
Familiar with Docker Container and Git, CI/CD software development process and have rich experience in Linux server maintenance.
Use scikit-learn and PyTorch for data modeling, and use Bayesian Optimization for automatic Hyperparameter tuning .
Majoring in AIoT and data science, I am taught to grow into a person with positive attitude and willing to learn and progress. Being an active, creative and innovative member in a team, I can always provide different ideas through brainstorming. With numerous experiences and a great ability to deal with problem solving, I have strong determination to succeed and hope to make a contribution to every opportunity.I am willing to share my new knowledge with more people .Co-work and grow together with others, that is my goal in my life.
* Open source contributor and maintainer
* 7+ years software development experience [at] 9Rise, MediaTek and Welhunt
* 4+ years data analytic & machine learning experience [at] MediaTek and Welhunt
* Cloud Architecting and Backend Development
* Familiar with team-collaboration
Teach Manager, Data Scientist
Taipei ,TW
[email protected]
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, Model 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
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 .
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。
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
- Get the Master Thesis Award in Medical informatics
- G.P,A. : 4.0
- Obtained a patent for assisting the department in developing an upper limb autonomic rehabilitation system( Republic of China Patent Publication No .: 2014xxxxx)
- G.P,A. : 3.8
Familiar with data analysis methods such as data structure, regular expression, and good at analyzing data scenarios to establish a suitable data pipeline (Splunk, Oracle, MongoDB).
Familiar with communicating with RD department and establishing visual analysis dashboard (Tableau, Splunk) and discovery data insight for their business needs.
Familiar with Docker Container and Git, CI/CD software development process and have rich experience in Linux server maintenance.
Use scikit-learn and PyTorch for data modeling, and use Bayesian Optimization for automatic Hyperparameter tuning .