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.

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.