Chinese Version CV
English Version CV
French Version CV

General Information

Full Name Ke GUO (郭轲)
Birthday Oct. 1998
Birthplace Datong, Shanxi, China
Languages Chinese (native); English (professional); French (basic); Japanese (basic)
Email 13653629612@163.com
guoke9612@gmail.com
Phone +86 13653629612
+33 07 85 56 35 05

Education

  • 2021-now
    Master degree candidate in Advanced Robotics
    Ecole Centrale de Nantes, France
    • GPA:3.54/4
  • 2020-2021
    Exchange program in Signal, Control and Robotics
    Ecole Centrale de Nantes, France
    • GPA:16.9/20
  • 2017-2021
    Bachelor degree in Mathematics(in Information and Computing Science track)
    Harbin Institute of Technology at Weihai, China
    • GPA:82.37/100
  • 2014-2017
    Senior high school degree in Science
    Datong City No.1 High School, China
    • Top 1% in the National College Entrance Examination
  • 2011-2014
    Junior high school degree
    Datong Foreign Language School, China
    • Top 1% in the Senior High School Entrance Examination

Work Experience

  • 2023
    Research Engineer Intern
    Visual Behavior, Lyon, France
    • A 6 months internship, mainly take charge of the improvement on SLAM system based on deep learning method supervised by Thibault Neveu.
  • 2022
    Research Assistant
    Laboratoire des Sciences du Numérique de Nantes (LS2N), Nantes, France
  • 2019-2021
    Research Assistant
    Data Science Lab, Harbin Institute of Technology at Weihai, Weihai, China
    • Supervised by Professor Huan Su on the track of "Practical Application of Deep Learning and Machine Learning methods".
  • 2019-2020
    Junior Java Developer Intern
    Jinxiandai Company, Jinan, China
    • A 2 months internship, trained in Java skills at the company, implement an offline news website using MySQL and Java.
  • 2018
    Assistant Engineer Intern
    Product Center of Shanxi Diesel Engine Industry Co., Ltd, Datong, China
    • A 3 months internship, use python to process and analyse sales data stored in Excel files.

Projects

  • 2023
    Robot Motion Planner
    • This is a project to implement a 2D robot mortion planner based on three different path planning algorithms, RRT, PRM and A*.
  • 2022
    SLAM with UAV
    • The aim of this project is to perform visual inertial simultaneous localization and mapping with an UAV (Unmanned Aerial Vehicle)
  • 2022
    SCARA Workspace
    • This is a project to plot the workspace of the SCARA robot, with joint limits and a disk obstacle in the environment.
  • 2020-2021
    Landmark Detection Based on TurtleBot
    • In this project, a Turtlebot2 with Kinect camera and Hokuyo lidar is used to map the environment, as well as detect ArUco markers and save their coordinates with their mark ID in a 2-dimensional array.
  • 2020
    Typical Deep Learning Model based on Tensorflow
    • This is a project to implement some Deep Learning models I have learned based on python and mainly the package Tensorflow.
  • 2020
    New Chinese Word Extraction
    • This project is a reproduction of the paper New word extraction recognition based on mutual information and left-right information entropy based on python. All of the code is created by myself.
  • 2020
    A Team Decision-making Model
    • This is a project to do the football team decision making based on the network analysis and reinforcement learning.
  • 2019
    Airport Taxi Scheduling Problem
    • This project focuses on the scheduling of airport taxis to propose a selection strategy for airport taxi drivers.
  • 2018
    Design of Garments
    • In this project, a system consisting of three materials, a dummy and an air layer between them under high temperature conditions is constructed.

Voluntary Experience

  • 2020-now
    Drop-in Tutoring
    • Tutoring volunteer for Computer Vision, Artificial Intelligence, Mathematics, Python, C++, ect.
  • 2018
    Volunteer Teacher for Left-behind Children
    • One month volunteer teacher for left-behind children in a village in Shandong Province, China.
  • 2014
    Nursing Home Volunteer
    • Caring for the elderly in a nursing home and was reported by local TV station in Datong, China.

Other Experience

  • 2017-2021
    Member of the Science College basketball team in HIT
  • 2018
    The student representative of the Mathematics Department in HIT
  • 2018
    Member of the Academic Department of the Science College Student Union in HIT
  • 2018
    Member of the Publicity Department of the the Center of Work-Study Management in HIT

Honors and Awards

  • 2018
    • School-level silver award, "Internet +" Innovation and Entrepreneurship Competition in HIT, China
    • Second prize, National College Students Mathematical Contest in Modeling, China
  • 2019
    • Second prize, National College Student Mathematics Competition, China
    • Academic Progress Scholarship in HIT, China
    • Level 2 Social Fitness Instructor, China
    • Computer Level 2 in C++, China
  • 2020
    • People's Scholarship(Top 15%) in HIT, China
    • English Scholarship in HIT, China
  • 2021
    • Centrale Nantes Elite Scholarship (6000€), France
    • Erasmus Scholarship(demi-funding of two-year master programme) from QEM programme, Europe(voluntarily gave up because of the choice of the major)
    • Red Lion Science Scholarship(full funding to DPhil) provided by Data Science Lab in Hanyang University, South Korea(voluntarily gave up because of the choice of the major)

Academic Interests

  • Robotics
    • SLAM
    • Robot Vision
    • AGI for Robotics
    • Reinforcement Learning for Robotics
  • Artificial Intelligence
    • Deep Learning
    • Machine Learning
    • Transformer
    • Multi-modal Learning

Other Interests

  • Sports
  • Travel
  • Music
  • Photography
  • Cooking