Gavin Jang

AI Engineer

Taichung City, Taiwan

Highly skilled in Machine/ Deep Learning, Statistics, Time Series Analysis, and Multivariate Analysis. Have built a WaveGAN model for generating 12 LEADs ECG signals and a U-Net model for reconstructing 12 LEADs ECG signals.

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