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 stochastic game model to simulate real-world scenarios of police cars chasing criminal cars
• Built a simulation environment, enabling police car agents to interact and adapt strategies in real time
• Controlled criminal car behavior using an optimized A* search algorithm, and trained police cars using MARL algorithms such as Multi-Agent DDPG, IQL, VDN, and QMIX in PyTorch
• Achieving a 80%+ success rate in multiple urban simulation environments

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

Shenzhen Mushroom Wealth Technology Co., Ltd.

• Participated in the development of iService of the company’s SCRM system, responsible for the development of the information center module based on the Vue.js framework
• Conducted functional testing, componentization, code review, and bug fixing

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

Beijing CELinkout Information Technology Co., Ltd.

• Assisted in high-precision manufacturing research by applying YOLOv5 for metal defect detection
• Applied YOLOv5 for satellite ship identification as part of the company’s product map component