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Gavin Jang
AI Engineer
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Gavin Jang

AI Engineer
Highly skilled in Machine/ Deep Learning Algorithm, Statistics, Time Series Analysis, and Multivariate Analysis. Have built a WaveGAN model for generating 12 LEADs ECG signal and a U-Net model for reconstructing 12 LEADs ECG signals.
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Revlis Biotech Co. Ltd., Yunlin County, Taiwan
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National Sun Yat-sen University
Taichung City, Taiwan

Professional Background

  • Current status
    Employed
  • Profession
    Data Scientist
    Python Developer
    Machine Learning Engineer
  • Fields
    Medical Devices
    Artificial Intelligence / Machine Learning
    Health
  • Work experience
    10-15 years (10-15 years relevant)
  • Management
    I've had experience in managing 1-5 people
  • Skills
    Deep Learning
    Machine Learning
    Statistics
    Multivariant Analysis
    Python
    SPSS
    SAS
    PyTorch
    Tensorflow/Keras
    Scikit-Learn
    Matplotlib
    Seaborn
  • Languages
    Chinese
    Native or Bilingual
    English
    Professional
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired 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
  • Desired work locations
    Taiwan
    United States
  • Freelance
    Non-freelancer

Work Experience

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AI Engineer

Jul 2022 - Present
1. Proven ability to learn quickly and adapt to new situations. 2. Strengthened communication skills through regular interactions with others. 3. Used strong analytical and problem-solving skills to develop effective solutions for challenging situations. 4. Paid attention to detail while completing assignments. 5. Built U-Net model for reconstructing 12 LEADs ECG signals. 6. AI-based heart disease diagnosis model with LSTM, TCN, and/or attention layer architecture. 7. Built WaveGAN model for augmenting 12 LEADs ECG data. 8. Auto-encoder model for ECG de-noising. 9. Maintain backend testing server.
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Project Manager

Apr 2019 - Sep 2020
1 yr 6 mos
1. Collaborated with CLS France for data analysis and visualization. Also built Machine Learning Model for Purse Seiner in West / Central Pacific. 2. Took active role in controlling budget of fishing access fees. As result, cost-saving is over 2 million USD for 2020. 3. Negotiation of bilateral agreements with South Pacific Islands Countries.
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Research Assistant

Oct 2010 - Sep 2018
8 yrs 0 mos
1. Multivariate Analysis and Compose Survey Report. 2. Managed 18 surveillance projects in 8 years. 3. Coordinated with Environment and Construction Authority to proceed monitoring projects.

Education

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Master of Science (MS)
Biological Oceanography, Multivariate Analysis, Time Series Analysis
2005 - 2009
Description
Build an ARIMA Model for shrimp fishery at west coast of Taiwan.
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Bachelor of Science (BS)
Oceanography
2001 - 2005
Activities and societies
Swimming Team: 2001 to 2003

Licenses & Certifications

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A Complete Guide on TensorFlow 2.0 using Keras API

udemy
Issued Jan 2021
No Expiration Date
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Artificial Intelligence for Business

udemy
Issued Apr 2019
No Expiration Date
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Python A-Z: Python for Data Scientist with Real Exercise

udemy
Issued Feb 2019
No Expiration Date
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Deep Learning A-Z: Hands-On Artificial Neural Networks

udemy
Issued Jan 2019
No Expiration Date
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Machine Learning A-Z: Hands-On Python & R in Data Science

udemy
Issued Jan 2019
No Expiration Date
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Python from Beginning

udemy
Issued Nov 2018
No Expiration Date