Jinchen Ge

Jinchen Ge

AI Engineer

Graphcore

Biography

I am Jinchen Ge, an AI engineer at Graphcore. Currently, I am working on speeding up machine learning models using Graphcore’s IPUs. Prior to Graphcore, I was a CS MPhil student at the University of Cambridge, under the supervision of Nicholas Lane. My MPhil project investigated zero-shot learning on IMU-based human activity recognition, and the thesis was accepted by IMWUT/UbiComp 2022. Before this, I studied at the Imperial College London and the University of Bristol.

Download my CV.

Interests
  • Machine Learning
  • Deep Learning
  • Computer Vision
  • Computer Graphics
Education
  • MPhil in Advanced Computer Science, 2021

    University of Cambridge

  • MSc in Advanced Computing, 2019

    Imperial College London

  • BSc in Computer Science, 2018

    University of Bristol

Industry Experience

 
 
 
 
 
Graduate AI Engineer
Graphcore
Sep 2021 – Present Bristol

Responsibilities include:

  • Implement and optimise machine learning applications using Graphcore’s IPUs.
  • Support machine learning innovators such as research groups or tech start-ups with their state-of-the-art applications.
 
 
 
 
 
Development Intern
Suzhou Maxnet Network Security Technology
Jun 2018 – Aug 2018 Suzhou, China
  • Designed and implemented deep-learning-based captcha breaking systems for various captcha strategies with different symbols, different interactive patterns, etc.
  • Actively involved in the localization of the financial information software - Thomson Reuters Eikon.
 
 
 
 
 
Python Development Intern
Unis-WDC Storage
Jun 2017 – Aug 2017 Nanjing, China
  • Worked with other 4 team members on developing and maintaining a RESTful back-end, which enables object-based storage on storage clusters.
  • Implemented a flexible update system and designed a key distribution system.

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