Jason Luo Email & Phone Number

Taipei, Taipei City, Taiwan

Taipei City, Taiwan

- Improve our solar radiation prediction by designing a new loss function & training new deep learning model. The rmse is reduced about 18%.- Design a serverless system through AWS to promote MLOps in our department- Develop precipitation nowcasting using GAN, UNet to track the instant weather condition- Develop weather data visualization tool using Leaflet.js & D3.js- Build a precipitation prediction system using optical-flow & deep learning model to support the… Show more - Improve our solar radiation prediction by designing a new loss function & training new deep learning model. The rmse is reduced about 18%.- Design a serverless system through AWS to promote MLOps in our department- Develop precipitation nowcasting using GAN, UNet to track the instant weather condition- Develop weather data visualization tool using Leaflet.js & D3.js- Build a precipitation prediction system using optical-flow & deep learning model to support the business for world-famous food delivery company in Taiwan. Show less

Chiba, Japan

- Develop the super resolution(spatial resolution downscaling) for wind forecast by ConvNets and the rmse can be reduced by around 27%.- Improve the weather prediction about temperature, wind speed through machine learning and some conceptual models.- Improve visibility at Japanese airports through some contrastive learning, similarity calculation- Use html/css/javascript/perl programs to visualize data(time series, scatter plot) and add interactive functions for… Show more - Develop the super resolution(spatial resolution downscaling) for wind forecast by ConvNets and the rmse can be reduced by around 27%.- Improve the weather prediction about temperature, wind speed through machine learning and some conceptual models.- Improve visibility at Japanese airports through some contrastive learning, similarity calculation- Use html/css/javascript/perl programs to visualize data(time series, scatter plot) and add interactive functions for internal use Show less

Taipei City, Taiwan

1. Assist the professor in publishing two international theses in Journal of Atmospheric Science and Scientific Reports(published by Nature). 2. Assist CWB(Central Weather Bureau) in publishing online courses about the Mei-Yu fronts and typhoons which all of the people around the world can access by this link(https://www.meted.ucar.edu/training_module.php?id=1357#.X4L2PJ0zbCI)

Taipei City, Taiwan

Mesoscale Meteorology TASynoptic Meteorology II TAProgramming language TA

Master'S Degree, Atmospheric Sciences And Meteorology

Bachelor'S Degree, Atmospheric Sciences And Meteorology

Activities and Societies: Basketball, Student Association of Atmospheric Science Department