RUNDONG ZHANG

This is Rundong Zhang, a graduate student from Northeastern University, with nearly 6 months online work experience and many school projects including building apps, optimizing programs. Specializing in problem analysis, adept at learning new relevant knowledge, and skilled in collaborating with colleagues for problem-solving discussions. Ability to work as a team player in a fast-paced environment and desire to improve knowledge across the department.

Shopping Website based on Vue.js                                             09/2021 - 01/2022

• Utilized HTML/CSS/JS and Vue.js to implement the website design of a shopping website that allows user to search items, view details, add to cart and pay for them.
• Utilized Element UI to enhance the aesthetics of the website pages, utilized Tencent APIs to get the latest weather information nearby the users’ location.
• Utilized Axios to separate the front-end and back-end, which to promise a thin program on clients’ devices.
• The program can be checked on GitHub: https://github.com/lhwzds/Sustechstore

Identifying Traffic Lights and Traffic Signs based on YOLO        03/2022 - 06/2022

• Using Python and YOLO framework, trained a model capable of identifying traffic lights and traffic signs in both videos and images.
• Integrated multiple datasets of traffic lights and traffic signs, involving the processing of XML and JSON files.
• By conducting joint analysis of consecutive frames, mitigating misidentification caused by screen jitter.
• The final model achieved an identification accuracy of over 96% for traffic lights and traffic signs.