【WORK-intern experience】Beijing Academy of Science And Technology

Posted on Edited on In Views:

summary of the works I’ve done in this intern experience.

brief summary:

Institute of Urban Safety and Environmental Science, Beijing Academy of Science and Technology
Beijing, China, 07/2023-09/2023

  • Contributed to EU’s “Horizon 2020” AQ-WATCH project(Chinese team).
  • Builded a data processing pipeline capable of handling massive, high-dimensional grid dataset of pollutant emission and weather condition over 200GB. Replacing the former CNN+LSTM system for air quality prediction with a cutting-edge time series Transformer model, reduces time costs and enhances accuracy.
  • Collaborated with graduate majoring environment.

more facts

  • The system was developed by a Franch team, combining Deeplearning models with a software developed by R, which provides a user interface to control emissions and visualize pollution changes for governmental decision-making, similar to an EU tool.