Ren Ying

Experience

• 

  DSO National Laboratories

  May 2019 - Jan 2020

  Web-Scale Interactive Visual Analytics Toolkit• Full stack development of a large-scale graph visualisation system from scratch, to visualise open-source social network datasets. • Frameworks include Vuejs + Quasar (front-end), Springboot + Postgres (back end).• Features developed include animations and playback for graph algorithms, search, filter and layout functions. Multilingual natural language processing on targeted sentiment analysis• Implemented machine learning models for multilingual target sentiment analysis, contributed to significant improvement in the performance and stability of the baseline model.• Picked up many skills on the fly, such as Pytorch and other deep learning libraries.

  • Winter Intern

    Oct 2019 - Jan 2020

  • Research Intern

    May 2019 - Oct 2019
• 

  Glints

  May 2020 - Sept 2020

  Software Engineer
• 

  Centre for Strategic Infocomm Technologies (CSIT)

  Aug 2021 - now

  Software Developer