Chinese <-> English For exhibitions and trade fairs in Automation, robotics, AI fields* VISION (image processing)* Motek (production and assembly automation)

* Implemented VDA5050 standard in Python for communication between AGV fleets and the central master control (including error handling and AGV action status).* Diagnosed coupled design of existing projects, communicated to 2 shareholders, and designed a modular middleware software architecture (implemented MQTT communication), increasing development efficiency.

At Machine Learning for Simulation Science Lab, Institute for Artificial IntelligenceSupervised by Prof. Mathias Niepert, Dr. Peru Bhardwaj and Mr. Guoji FuTopic: Reassessing Fairness in Graph Machine LearningAn Interdisciplinary Survey on the Misalignment with Humanities Concepts* Conducted the first interdisciplinary research by analyzing 180+ references and integrating philosophy, sociology, and psychology, aligning AI with ethics.

at Autonomous Learning Robots LabTopic: Deep Learning-Based RGB-D Camera Fusion for Semantic Segmentation, and 6D Pose Estimation * Implemented 3 RGB-D Fusion strategies in Python with Git and corrected dataset splits for benchmarking 5+ deep learning models (image: CNN, point cloud: PointNet).* Diagnosed model generalization via experiments on 2 robotic vision perception tasks, communicating results to 5+ stakeholders.

at Robotic Lab of Brain-Computer Interface CenterSupervised by Prof. Zhijun Zhang and Mr. Lunan Zheng, collaborated with Lunan Zheng, Tao Chen and Lingdong KongTopic: Recurrent Neural Network Solution, Optimization and Practical Application of Time-Varying Problems* Eliminated residual error (0.01 to 0) for time-varying matrix inversion, proved by math analysis and MATLAB simulation experiments. * Achieved 0.00001 mm control accuracy in 2.2s and integrated neural networks into manipulators via ROS C++ ROS in collaboration.

at Automation Innovation Experimental Base* Managed lab operations for automation competitions, coordinated 10+ teams, and enhanced communication winning 4 national prizes.* Recruited and supported 10+ members in embedded systems, PCB design, and C++, boosting competition awards by 30%.