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On
4-6 years
6-10 years
10-15 years
More than 15 years
Offline
Offline
AI Engineer @Revlis Biotech Co. Ltd., Yunlin County, Taiwan2022 ~ Present
・
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within two months
Islands Countries. Research Assistant Department Of Marine Resources, NSYSU, Kaohsiung City, Taiwan OctSep 2018 Multivariate Analysis and Compose Survey Report. Managed 18 surveillance projects in 8 years. Coordinated with Environment and Construction Authority to proceed monitoring projects. EducationMaster of Science National Sun Yat-Sen University Biological Oceanography, Multivariate Analysis, Time Series AnalysisBachelor of Science National Sun Yat-Sen University Oceanography Skills Certificate Deep Learning Machine Learning Statistics Multivariant Analysis Python SPSS SAS PyTorch Tensorflow/Keras Scikit-Learn Matplotlib Seaborn 1. Python from the Beginning / Udemy 2. Python A-Z / Udemy 3
Employed
Full-time / Interested in working remotely
10-15 years
National Sun Yat-sen University
・
Biological Oceanography, Multivariate Analysis, Time Series Analysis 
Sr. Site Reliability Engineer @17LIVE2021 ~ Present
・
Software Engineer / Backend Engineer
Within one year
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Institute of OceanographyTeaching Assistant @Georgia Institute of Technology | The University of British Columbia2014 ~ 2019
・
PHD Student
More than one year
Intern / Interested in working remotely
6-10 years
The University of British Columbia
・
M.S. in Geophysics
More than one year
the NOAA/UNH Joint Hydrographic Center at the University of New Hampshire. Experience Director, JanPresent Center for Coastal and Ocean Mapping/Joint Hydrographic Center Professor and Director,Present University of New Hampshire Professor and NSERC Chair in Ocean Mapping,University of New Brunswick Education Scripps Institution of Oceanography, Doctor of Philosophy Oceanography/Geophysics The University of Rhode Island, Bachelor of Science Geology Skills Oceanography, Geology, Geophysics, Research, Science, Data Analysis, Global Positioning System (GPS), Geographic Information Systems (GIS), Remote Sensing, Hydrography, Marine Geology, Data Mapping Meet a Researcher: Larry Mayer Lorem ipsum dolor sit amet, consectetur
Not open to opportunities
Full-time / Not interested in working remotely
More than 15 years
Scripps Institution of Oceanography
・
Oceanography/GeophysicsThe Most Lightweight and Effective Recruiting Plan
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Within two months
AI Engineer
Revlis Biotech Co. Ltd., Yunlin County, Taiwan
・
2022 ~ Present
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Scientist, Python Developer, Machine Learning Engineer
Fields of Employment
Medical Devices, Artificial Intelligence / Machine Learning, Health
Work experience
10-15 years
Management
I've had experience in managing 1-5 people
Skills
Languages
Chinese
・
Native or Bilingual
English
・
Professional
Job search preferences
Positions
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Job types
Full-time
Locations
Taiwan, USA
Remote
Interested in working remotely
Freelance
No
Educations
School
National Sun Yat-sen University
Major
Biological Oceanography, Multivariate Analysis, Time Series Analysis
Gavin Jang
AI Engineer
Taichung City, Taiwan
Accomplishments
- De-Noising Auto-Encoder for ECG Signals
- U-Net for Reconstructing 12 LEADs ECG Signals
- WaveGAN for Generating 12 LEADs ECG Signals
- Deep Learning Model for Heart Disease Diagnosis
- AI-Based Blood Sugar Detection with ECG Signals
- Data Visualization and Deep Learning Model for Deep-Sea Fishery
Work History
AI Engineer
Revlis Biotech Co., Ltd., Yunlin County, Taiwan
Since Jul 2022
- Proven ability to learn quickly and adapt to new situations.
- Strengthened communication skills through regular interactions with others.
- Used strong analytical and problem-solving skills to develop effective solutions for challenging situations.
- Paid attention to detail while completing assignments.
- Built U-Net model for reconstructing 12 LEADs ECG signals.
- AI-based heart disease diagnosis model with LSTM, TCN, and/or attention layer architecture.
- Built WaveGAN model for augmenting 12 LEADs ECG data.
- Auto-encoder model for ECG de-noising.
- Maintain backend testing server.
Project Manager
Fair Well Fishery Co., Ltd., Kaohsiung City, Taiwan
Apr 2019 - Sep 2020
- Collaborated with CLS France for data analysis and visualization. Also built Machine Learning Model for Purse Seiner in West / Central Pacific.
- Took active role in controlling budget of fishing access fees. As result, cost-saving is over 2 million USD for 2020.
- Negotiation of bilateral agreements with South Pacific Islands Countries.
Research Assistant
Department Of Marine Resources, NSYSU, Kaohsiung City, Taiwan
Oct 2010 - Sep 2018
- Multivariate Analysis and Compose Survey Report.
- Managed 18 surveillance projects in 8 years.
- Coordinated with Environment and Construction Authority to proceed monitoring projects.
Education
2005 - 2009
Master of Science
National Sun Yat-Sen University
Biological Oceanography, Multivariate Analysis, Time Series Analysis
2001 - 2005
Bachelor of Science
National Sun Yat-Sen University
Oceanography
Skills
Certificate
Deep Learning Machine Learning Statistics Multivariant Analysis Python SPSS SAS PyTorch Tensorflow/Keras Scikit-Learn Matplotlib Seaborn
1. Python from the Beginning / Udemy
2. Python A-Z / Udemy
3. Machine Learning A-Z / Udemy
4. Deep Learning A-Z / Udemy
5. TensorFlow 2.0 using Keras API / Udemy
6. AI for Business / Udemy
Language
Chinese - First Language English - Advanced
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
Gavin Jang
AI Engineer
Taichung City, Taiwan
Accomplishments
- De-Noising Auto-Encoder for ECG Signals
- U-Net for Reconstructing 12 LEADs ECG Signals
- WaveGAN for Generating 12 LEADs ECG Signals
- Deep Learning Model for Heart Disease Diagnosis
- AI-Based Blood Sugar Detection with ECG Signals
- Data Visualization and Deep Learning Model for Deep-Sea Fishery
Work History
AI Engineer
Revlis Biotech Co., Ltd., Yunlin County, Taiwan
Since Jul 2022
- Proven ability to learn quickly and adapt to new situations.
- Strengthened communication skills through regular interactions with others.
- Used strong analytical and problem-solving skills to develop effective solutions for challenging situations.
- Paid attention to detail while completing assignments.
- Built U-Net model for reconstructing 12 LEADs ECG signals.
- AI-based heart disease diagnosis model with LSTM, TCN, and/or attention layer architecture.
- Built WaveGAN model for augmenting 12 LEADs ECG data.
- Auto-encoder model for ECG de-noising.
- Maintain backend testing server.
Project Manager
Fair Well Fishery Co., Ltd., Kaohsiung City, Taiwan
Apr 2019 - Sep 2020
- Collaborated with CLS France for data analysis and visualization. Also built Machine Learning Model for Purse Seiner in West / Central Pacific.
- Took active role in controlling budget of fishing access fees. As result, cost-saving is over 2 million USD for 2020.
- Negotiation of bilateral agreements with South Pacific Islands Countries.
Research Assistant
Department Of Marine Resources, NSYSU, Kaohsiung City, Taiwan
Oct 2010 - Sep 2018
- Multivariate Analysis and Compose Survey Report.
- Managed 18 surveillance projects in 8 years.
- Coordinated with Environment and Construction Authority to proceed monitoring projects.
Education
2005 - 2009
Master of Science
National Sun Yat-Sen University
Biological Oceanography, Multivariate Analysis, Time Series Analysis
2001 - 2005
Bachelor of Science
National Sun Yat-Sen University
Oceanography
Skills
Certificate
Deep Learning Machine Learning Statistics Multivariant Analysis Python SPSS SAS PyTorch Tensorflow/Keras Scikit-Learn Matplotlib Seaborn
1. Python from the Beginning / Udemy
2. Python A-Z / Udemy
3. Machine Learning A-Z / Udemy
4. Deep Learning A-Z / Udemy
5. TensorFlow 2.0 using Keras API / Udemy
6. AI for Business / Udemy
Language
Chinese - First Language English - Advanced
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