Curriculum Vitae

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Education

B.S. in Guangzhou, Guangdong University of Technology, 2017
Visiting Student in Singapore, National University of Singapore, 2018
- Supervisor: Junhua Li
M.S. in Guangzhou, Guangdong University of Technology, 2020
- Supervisor: Prof. Guoxu Zhou

Research Experience

Visiting Student, National University of Signapore, 2018
- Boosting Transfer Learning Improves Performance of Driving Drowsiness Classification Using EEG
Research Assistant (Internship), CVTE Central Research Institute, 2019
- Math Word Problem Solver
  - Developing the math word problem solver with Seq2Seq (Bi-LSTM and Bi-GRU) model and attention mechanism using PyTorch
  - Boosting the accuracy from 66.5% to 72.5%
- Text Segmentation and Classification
  - Using the word embedding generated by BERT as features and training Bi-LSTM model to segment the text and a model based on FastText to conduct text classification task

Working Experience

Software Engineer, HSBC Technology China, 2021
- Data Privacy Preserving Computation Utility, Secret Sharing, Private Set Intersection (PSI)
  - Avoid double targeting customers between entities within HSBC
  - Drawing upon SHA256 to hash the customer’s information and Bloom Filter to check out whether customer has been engaged with other entities within HSBC
  - Deployment in Alicloud and Google Cloud Platform through Kubernetes

Skills

IT Skills: Python, Linux, MATLAB, Latex, C++, Web Development
Continuous Integration/Continuous Deployment(CI/CD): Git, Jenkins
Languages: English (CET-6), Cantonese (native), Mandarin (native)

Awards

The Second Prize Scholarship(2013-2014)
The Second Prize Scholarship(2014-2015)
The Second Prize Scholarship(2015-2016)
The First Prize Scholarship(2017-2018)

Paper

Boosting Transfer Learning Improves Performance of Driving Drowsiness Classification Using EEG

J. He et al., "Boosting Transfer Learning Improves Performance of Driving Drowsiness Classification Using EEG," 2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI), 2018, pp. 1-4, doi: 10.1109/PRNI.2018.8423951.

Patent

He jiancong, Zhou Guoxu A dialogue question answering method, device, equipment and storage medium, zl201811139032.4

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