Research Assistant
- Developed the Data Processing Pipeline in Python by extracting, cleaning and joining geographical data with over 100,000 records, and applied ARIMA model and LSTM model to predict mobility
- Implemented the GAN model leveraging Pytorch and Python for spatial and time analysis, and improved model by reducing the MSE loss by 20%