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) |
| 13653629612@163.com | |
| guoke9612@gmail.com | |
| Phone | +86 13653629612 |
| +33 07 85 56 35 05 | |
| KeGUO | |
| GitHub | GUOkekkk |
| Homepage | Ke Nash GUO |
Education
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2021-2024
Master degree in Advanced Robotics
Ecole Centrale de Nantes, France
- GPA: 3.54/4; Rank: 1/27
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2020-2021
Exchange program in Signal, Control and Robotics
Ecole Centrale de Nantes, France
- GPA:16.9/20
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2017-2021
Bachelor degree in Mathematics(in Information and Computing Science track)
Harbin Institute of Technology at Weihai, China
- GPA:82.37/100
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2014-2017
Senior high school degree in Science
Datong City No.1 High School, China
- Top 1% in the National College Entrance Examination
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2011-2014
Junior high school degree
Datong Foreign Language School, China
- Top 1% in the Senior High School Entrance Examination
Work Experience
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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.
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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.
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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.
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2022
Research Assistant
Laboratoire des Sciences du Numérique de Nantes (LS2N), Nantes, France
- Work with Nicolás Francinelli and supervised by Professor Olivier Kermorgant on the project of "Visual SLAM with PX4-Vision".
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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
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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.
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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.
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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.
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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.
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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.
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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*.
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2022
SLAM with UAV
- The aim of this project is to perform visual inertial simultaneous localization and mapping with an UAV (Unmanned Aerial Vehicle)
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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.
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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.
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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.
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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.
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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.
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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
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2017-2021
Member of the Science College basketball team in HIT
-
2018
The student representative of the Mathematics Department in HIT
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2018
Member of the Academic Department of the Science College Student Union in HIT
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2018
Member of the Publicity Department of the the Center of Work-Study Management in HIT
Honors and Awards
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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
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Robotics
- Physical AI
- Robot Perception & Control
- Vision-Language-Action Models
- Visual SLAM
- Human-Robot Collaboration
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Artificial Intelligence
- Deep Learning
- Machine Learning
- Transformer
- Multi-modal Learning
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Industrial Systems
- Industrial IoT
- Predictive Maintenance
- Intelligent Robotics
Other Interests
- Sports
- Travel
- Music
- Photography
- Cooking