Internships

Undergraduate Researcher, Multi-agent Reinforcement Learning (MARL), Shenzhen, China / Sep. 2022 – Jun. 2024

Game AI Lab, Southern University of Science and Technology (SUSTech), Supervisors: Prof. Jialin Liu and Prof. Xin Yao.

• Developed a mathematical model for police car pursuit of criminal cars based on stochastic games.
• Built an interactive MARL environment to simulate police car chasing scenarios.
• Optimized the A* search algorithm to control the movement of criminal cars.
• Implemented and trained agents by using Multi-Agent DDPG, IQL, VDN, QMIX algorithms in PyTorch.
• Statistically validated and compared the performance of the implemented algorithms.

Intern, Front-end Development, Shenzhen, China / Sep. 2023 – Mar. 2024

Shenzhen Mushroom Wealth Technology Co., Ltd.

• Contributed to the development of the iService module for a SCRM system using the Vue.js framework.
• Responsible for developing the information center module, ensuring smooth and efficient user interactions.
• Performed functional testing, componentization, code review, and bug fixes to optimize module performance.

Intern, Deep Learning Group, Beijing, China / Jan. 2021 – Feb. 2021

Beijing CELinkout Information Technology Co., Ltd.

• Labeled and preprocessed satellite imagery data for training computer vision models.
• Trained a 10-class classification model using PyTorch to process satellite imagery data.
• Applied YOLOv5 for defect identification on the NEU-DET dataset and ship detection in satellite images.