Gavin Jang

Data Scientist

  Taichung City, Taiwan

Highly skilled in Biostatistics, Time Series Analysis, Multivariate Analysis and Machine/ Deep Learning Algorithm. Have build an ARIMA model for shrimp fishery at west coast of Taiwan and Deep Learning model for purse-seine fishery in West/ Central Pacific.

 

Accomplishments

1. Saved Fair Well Fishery Co., Ltd.2 million (USD) during 2020 by implementing a successful strategy for purchasing fishing access fee.

2. Build a Deep Learning Model for purse-seiner in the WCPO.

3. Managed 18 environmental monitoring/evaluation projects in 8 years.

4. Build an ARIMA Model for shrimp fishery at west coast of Taiwan.

Work History

Project Manager

Fair Well Fishery Co., Ltd., Kaohsiung City, Taiwan

Apr 2019 - Sep 2020

1. Follow up physical oceanography indexes for forecasting fishing ground shifting and making strategy of purchasing fishing days(VDS).

2. Took active role in controlling budget of VDS, cost-saving is over 2 million USD for 2020.

3. Negotiation of bilateral agreement.

4. Collaborated with CLS France for data analysis and visualization, also built Machine Learning Model for Purse Seiner in West / Central Pacific.

Research Assistant

Department Of Marine Resources, NSYSU, Kaohsiung City, Taiwan

Oct 2010 - Sep 2018

1. Organize and implement biological oceanography monitoring / evaluation for construction and development of coastal areas.

2. Coordinated with Environment Authority and Construction Authority to proceed monitor/evaluation projects.

3. Managed 18 environmental monitoring/evaluation projects in 8 years.

4. Multivariate analysis and compose report.

Education

2005 - 2009

Master of Science

National Sun Yet-Sen University

Biological Oceanography, Multivariate Analysis, Time Series Analysis

Build an ARIMA model for shrimp fishery at west coast of Taiwan.

2001 - 2005

Bachelor of Science 

National Sun Yet-Sen University

Oceanography

Skills

   Python      SAS      SPSS      Data Science      Machine Learning      Deep Learning with TensorFlow      Multivariate Analysis      Time Series Analysis      Biostatistics      Research Reporting   

Certifications

Python for Data Science / Udemy

Machine Learning / Udemy

Deep Learning / Udemy

Tensorflow 2.9 / Udemy

AI for Business/ Udemy

Open Water Scuba Instructor / PADI

Other Achievements 

World Shootout Underwater Photo Grand Prix, 2015: Semi-Final

International Photography Award, 2017 Non-Professional: Honorable Mention

If I have seen further it is by standing on the shoulders of giants.— Isaac Newton
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