經歷
聯發科技股份有限公司 Software Engineer , Nov 2018 - Present
使用技術：Splunk, AWS S3, AWS SQS, AWS IAM, AWS Cognito。
和公司內部手機部門合作分析 RD 改 code 行為與剖析 Android App 探索 Insight並協助建立 KPI Dashboard 與跨 Region Data Pipeline。
使用技術：Tableau, Oracle DB, Selenium, Spring MVC。
和公司內部手機部門合作進行 Lower Power, Performance, DRAM 資料分析並視覺化呈現與開發 Data Pipeline。
聯發科技股份有限公司 Software Engineer , Nov 2017 - Nov 2018
- 使用技術：Docker, Git, Linux Shell, Drone CI/CD, Django, AWS。
- 維運公司內部睡眠問卷系統與穿戴式手環系統，並撰寫自動化測試。
九⽇⽣⾏動健康科技股份有限公司 Full Stack Engineer , Jun 2015 - Nov 2017
- 使⽤技術： Bootstrap + Node.js+ jQuery。
- 建置健康照護服務平台，包含完整的量表發送機制與流程、異常通知，和完整的後台管理系統。
九⽇⽣⾏動健康科技股份有限公司 Android Developer , Sept 2014 - Nov 2017
- 使⽤技術： Android + JSON+ MySQL。
- 進⾏Android⾏動健康系統研發與設計，並規劃產品研發流程與整合藍芽穿戴式醫療設備。
智慧家庭設計與實作組競賽聲寶企業⾦獎 , Sep 2013 - Nov 2013
- 使⽤技術： WPF + Kinect+ Windows Server。
- 參加經濟部⼯業局2013智慧家庭創意應⽤提案活動，以Smart TV為平台，設計開發⼀套符合居家端進⾏⾃主復健之有 係復健系統。
台⼤醫院資訊室實習 , Jun 2013 - Aug 2013
- 使⽤技術： Windows Server + C#+ jQuery。
- 撰寫Middleware，將新⽵分院與雲林分院癌症登記系統資料，轉換符合總院與國際疾病分類ICD-10標準格式。
學歷
國立陽明⼤學 - Sept 2014 - Aug 2016
- ⽣物醫學資訊研究所：醫學資訊組碩⼠
- 論文題⽬：居家睡眠監測技術開發與遠端睡眠健康照護應⽤
⾼雄醫學⼤學 - Sept 2010 - Jun 2014
- 醫務管理暨醫療資訊學系：學⼠
期刊著作
- Peirong Wu, Guan-Ting Chen, Yanyan Cui, Jin-Wei Li, Terry B.J. Kuo, Polun Chang,“Development of Home-Based Sleep Monitoring System for Obstructive Sleep Apnea”,Volume 245: MEDINFO 2017: Precision Healthcare through Informatics,p.268 - 272,Jun.2017
About Me
- Open source contributor and maintainer
- Kaggle competition contributor
- 7+ years software development experience at 9Rise and MediaTek and Welhunt
- 5+ years data analytic & machine learning experience at MediaTek and Welhunt
- Cloud Architecting and Backend Development
- Familiar with team-collaboration
Skill:
- Tableau, Splunk, Airflow
- Oracle, mongoDB, MySQL
- Python, Pandas, Pytorch, Scikit-Learn
- AWS, GCP
- Docker
- Git
- Linux Shell
Experience
Micron, Senior Data Engineer, Jun 2022 - Present
Using data science and data engineering expertises help your company improve data quality and system reliability.
On-premises software migrate to new platform and cloud service.
Welhunt Materials Enterprise, Lead Data Scientist, Oct 2021 - Jun 2022
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.
Define coding conventions & best practices, make architectural decisions on data & components by working closely with CEO and other data team members.
New business survey and market analysis(Freight, LNG).
Provide futures market price time series model to forecast the daily trend, improve the company annual reward.
Build up Daily Forecasting Report Platform.
Build up Real-Time Stock Price Platform.Save 150w per year.
Welhunt Materials Enterprise, Data Scientist, Dec 2020 - Oct 2021
Build an Enterprise Data Center with automatic mechanisms to run AI model training, event-base notifications and reduce routine tasks.
Provide electricity consumption forecasts to assist business analysis teams in trading judgments.
Provide futures market price time series model to forecast the trend, improve the company’s long and short futures contract strategy.
Mediatek, Data Analytic Engineer, Nov 2018 - Dec 2020
Build up an Open EDA Tool environment and agent for AI model training. Co-work with machine learning engineers implement paper results (CTS).
Assist RD, QA improve productivity with data analysis tools
Assist RD user in data analysis tool training and lead vendors to provide independent development capabilities
Build up worldwide telephony test data collection architecture
Mediatek, Software Engineer, Nov 2017 - Nov 2018
- Develop the company’s internal system and wearable device, coding backend service and troubleshooting
9Rise, Software Engineer, Sep 2014 - Nov 2017
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)
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.
National Taiwan University Hospital, Summer Intern, Jun 2013 - Aug 2013
- Implement Middleware to convert the cancer registration system data of Xincheng Branch and Yunlin Branch into a format that conforms to the standard format of the General Hospital and the International Classification of Diseases ICD-10.
Education
National Yang Ming University, Institute of BioMedical Master, Sep 2014 - Aug 2016
- Grade: (G.P.A. : 4.0/4.3)Grade: (G.P.A. : 4.0/4.3)
- Get the Institute’s Best Paper Director Award
Kaohsiung Medical University, Medical Informatics Engineering Bachelor, Sep 2010 - Jun 2014
- Grade: (G.P.A. : 3.9/4.3)Grade: (G.P.A. : 3.9/4.3)
- Obtained a patent for assisting the department in developing an upper limb autonomic rehabilitation system( Republic of China Patent Publication No .: 2014xxxxx)
