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
LinkedIn KeGUO
GitHub GUOkekkk
Homepage Ke Nash GUO

Education

  • 2021-2024
    Master degree in Advanced Robotics
    Ecole Centrale de Nantes, France
    • GPA: 3.54/4; Rank: 1/27
  • 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

  • 2025-now
    Robot Software Engineer (Full-Stack)
    ABB Robotics, Shanghai, China
    • Develop full-stack IoT and predictive-maintenance solutions using Python, C#, and TypeScript on a Docker-based microservices architecture.
    • Lead projects spanning AI productivity tools, Physical AI, and robotics, applying technologies including NVIDIA Isaac Lab and LangChain to industrial use cases.
    • Bridge software engineering, AI, and industrial automation to deliver scalable systems with measurable business impact.
  • 2024-2025
    Trainee
    ABB Robotics, Shanghai, China
    • Completed rotational training across painting and testing departments, covering robot commissioning, firmware testing, and system validation while collaborating with global teams.
  • 2023
    Research Engineer Intern
    Visual Behavior, Lyon, France
    • Developed deep-learning applications for SLAM, including Transformer-based camera pose estimation and BEV autonomous positioning, 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

  • 2025-now
    IoT-Based Predictive Maintenance Platform for Spray-Painting Robots
    ABB Robotics, Shanghai, China
    • Developed and deployed a full-stack industrial IoT platform for robot data acquisition, real-time monitoring, and predictive maintenance using Docker-based microservices.
    • Built a high-throughput NATS pipeline for telemetry from robots, PLCs over OPC UA, and the Integrated Painting System.
    • Designed a pluggable algorithm pipeline and a React Flow interface for visual, drag-and-drop algorithm orchestration.
    • Tech Stack: TypeScript, C#, Python, React, ASP.NET Core, FastAPI, NATS, PostgreSQL, TimescaleDB, Docker, Nginx, and Azure DevOps.
  • 10/2025 - 11/2025
    MCP-Based Robot Control via ABB RWS
    ABB Robotics, Shanghai, China
    • Developed a Model Context Protocol server that exposes ABB Robot Web Services capabilities as standardized tools for AI agents.
    • Tech Stack: Python, MCP, ABB RWS, and REST API.
  • 2026
    Vision-Language-Action Model Training with Isaac Lab Synthetic Data
    ABB Robotics, Shanghai, China
    • Developed realistic robotic simulation environments in NVIDIA Isaac Lab and collected manipulation demonstrations as LeRobot datasets.
    • Trained and evaluated VLA models, including π0.5, in simulation before deployment to physical ABB industrial robots.
    • Tech Stack: Python, LeRobot, NVIDIA Isaac Lab, and VLA.
  • 2025
    RAG-Based Internal Document Question-Answering System
    ABB Robotics, Shanghai, China
    • Developed a compliance-aware internal document question-answering system using Dify and retrieval-augmented generation.
    • Built a heterogeneous document ingestion pipeline with Unstructured and implemented request auditing and structured query transformation for controlled Azure API access.
    • Tech Stack: Python, Dify, LangChain, Azure, and Unstructured.
  • 2025
    Synthetic Image Generation with Isaac Sim and Replicator
    ABB Robotics, Shanghai, China
    • Built synthetic image-generation pipelines for robotic perception, configuring virtual environments, cameras, lighting, and object properties to produce annotated datasets.
    • Tech Stack: Python, NVIDIA Isaac Sim, Isaac Replicator, and Computer Vision.
  • 2023
    Transformer-Based Visual SLAM
    Visual Behavior, Lyon, France
    • Designed a Transformer-based model to replace conventional PnP with direct camera-pose estimation from images.
    • Integrated SuperPoint and LightGlue for robust feature detection and matching in a BEV visual-odometry front end, with training pipelines built in PyTorch Lightning.
    • Tech Stack: Python, PyTorch Lightning, Transformers, SuperPoint, and LightGlue.
  • 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

  • 2026
    • 4th Place, NVIDIA Spark Hackathon
  • 2025
    • IP Star Award, ABB Robotics, China
    • Training Star Award, ABB Robotics, China
    • Outstanding Trainee, ABB Robotics, China
  • 2023
    • Ecole Centrale de Nantes Outstanding Graduate Award, France
  • 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)

Technical Skills

Programming Languages Python, C#, C++, TypeScript, SQL
AI & Computer Vision PyTorch, PyTorch Lightning, OpenCV, DINO, Transformers
Robotics & Simulation ROS, NVIDIA Isaac Sim, Isaac Lab, Isaac Replicator
Backend & Data ASP.NET Core, FastAPI, NATS, PostgreSQL, TimescaleDB
Frontend Development React, React Flow, Tailwind CSS
LLM & RAG Dify, LangChain, Unstructured
Development & DevOps Linux, Docker, Nginx, Git, Azure CI/CD

Academic Interests

  • Robotics
    • Physical AI
    • Robot Perception & Control
    • Vision-Language-Action Models
    • Visual SLAM
    • Human-Robot Collaboration
  • Artificial Intelligence
    • Deep Learning
    • Machine Learning
    • Transformer
    • Multi-modal Learning
  • Industrial Systems
    • Industrial IoT
    • Predictive Maintenance
    • Intelligent Robotics

Other Interests

  • Sports
  • Travel
  • Music
  • Photography
  • Cooking