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A Complete Guide on TensorFlow 2.0 using Keras API

udemy

Artificial Intelligence for Business

Python A-Z: Python for Data Scientist with Real Exercise

Deep Learning A-Z: Hands-On Artificial Neural Networks

Machine Learning A-Z: Hands-On Python & R in Data Science

Python from Beginning

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.

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

National Sun Yat-sen University

AI Engineer

Gavin Jang

Revlis Biotech Co. Ltd., Yunlin County, Taiwan

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.

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.

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

Project Manager

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.

Gavin Jang’s posts