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Yingjie JIANG

third-year student at Ecole Polytechnique

École Polytechnique

Biography

I am a third-year student at École Polytechnique, pursuing a degree in Engineering (Diplôme d’Ingénieur), majoring in Applied Mathematics and Computer Science. Before coming to France, I studied Physics in Nanjing University, obtained my bachelor’s degree with honours.

I am interested in artificial intelligence such as robotics and autonomous vehicles. I like doing research and aim at pursuing a doctor’s degree. I wish I can contribute my efforts to the development of smarter robots and autonomous vehicles, and I strongly believe that we can make them come true within our generation.

Interests

  • Robotics
  • Computer Vision
  • Autonomous Vehicles

Education

  • engineering degree, 2017-2020

    Ecole Polytechnique

  • BSc in Physics, 2013-2017

    Nanjing University

Skills

Programming

Python, C++, JAVA, Tensorflow, R

Tools

Git, VS Code, Eclipse, Jupyter

Data Science

Statitics, Scikit-Learn, Pandas

Experience

 
 
 
 
 

Intern

Renault

Jun 2019 – Sep 2019 Paris
Studied unsupervised learning of vehicle trajectory distribution in multi-lane highway using Tensorflow, developed a model that combined Boltzmann machine and Recurrent neural networks.
 
 
 
 
 

Intern

ezyData

Jul 2018 – Aug 2018 Paris
Carried out market research and benchmarking of the solutions of semantic data mapping.
 
 
 
 
 

Research intern

Beijing Computational Science Research Center

Jul 2016 – Aug 2016 Beijing
Built a model of Rhex (hexapod robot) using C++ and an open source physics engine named Project Chrono.

Projects

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Beetle_walker

hexapod robot modeling by Project Chrono and C++

RNNRBM_trajectories

RNN_RBM, vehicle trajectory pattern learning and denoising

robot-taxi fleetsizing

A simulation of robot-taxi service on JAVA, fleetsizing.