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Pei Fang

Student, Coder

Biography

In the dark night, longing for a light of care

In the daylight, desiring for the swallow of a black hole

Cause curiosity — seeks for what’s in the darkness

Hi. My name is Pei Fang (方沛).

I got my B.E. in Software Engineering from Tongji University.

Interests

  • Federated Learning
  • Machine Learning

Education

  • B.E., Software Engineering, 2017 - 2021

    Tongji University, Shanghai

Experience

 
 
 
 
 

Algorithm Engineer Intern

Lightelligence, Inc

Dec 2020 – Present Shanghai, China

Responsibily includes:

  • Read and reproduce papers on Computer Vision, Natural Language Processing, looking for the potential of optic AI chips on these fields.
 
 
 
 
 

Research Assistant

SymLab, CSE, HKUST

Sep 2020 – Dec 2020 Hong Kong, China

Finished a federated sports predction system on wearables. Responsible for:

  • The tuning of central model on parameter server.
  • The implementation of model upload and download over server and clients with KotlinSyft.
 
 
 
 
 

Research Assistant

Network and Machine Intelligence Lab, SSE, Tongji

May 2019 – Present Shanghai, China

Pariticipated in reseach about:

  • Federated Learning
  • Machine Learning

Recent Publications

Contact

Popular Topics

Deep Learning Feature Engineering Federated Learning Machine Learning PySyft Reinforcement Learning reproduction