Resume
General Information
Education
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2021 - Now Bachelor of Engineering in Artificial Intelligence
South China University of Technology, Guangzhou, China - GPA: 3.59/4.0
- Average Score: 86.55
- Major Courses: Python Programming (98), C++ Programming (97), Data Structures (96), Digital Image Processing (96), Machine Learning (93), Deep Learning and Computer Vision (90), AI and 3D Vision (98), Reinforcement Learning (90).
- Scholarships
- Second Scholarship of School (2022)
- Third Scholarship of School (2023)
- Scholarships of the Huameng Foundation (2022)
- Scholarships of the e Excellence Foundation (2023)
Skills
| Programming | Familiar with Python, C, C++, CMake, OpenCV, and CUDA. Experienced in distributed AI programming. |
| AI | Familiar with large models and popular ML, DL, and RL algorithms. Research experience in continual learning. |
| Generative Models | Familiar with deploying and fine-tuning LLMs and VLMs with PyTorch and Transformers. |
| Digital System Design | Familiar with FPGA, STM32, and ESP32 programming. Familiar with edged AI deployment. |
| Linux | Experienced in Linux multi-GPUs server maintenance. Familiar with Docker and Linux programming. |
| Collaboration | Familiar with Microsoft Office, LaTeX, Markdown, and Git. Contributor of several open-source projects. |
Experience
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2023-06 - Now Machine Intelligence & Advanced Adaptation Laboratory
Shien-Ming Wu School of Intelligent Engineering, South China University of Technology, China - Supervisior: Dr. Huiping Zhuang
- Propose online continual learning algorithms for imbalanced datasets, reaching SOTA performance.
- Use self-supervised contrastive learning and knowledge distillation to improve class-incremental learning (CIL).
- Propose an online continual learning approach equivalent to joint training in the generalized CIL scenarios.
- Participate in the national innovation training program: Embodied Intelligent Robots Based on Large Language Models.
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2022-12 - 2024-07 RobotIC Robots Lab
School of Future Technology, South China University of Technology, China - Supervisior: Dr. Dong Zhang
- Implement and deploy the robot object detection and depth estimation algorithms on Nvidia Jetson Nano.
- The first prize in the 2024 China University Robot Competition (ROBOCON) and an invention patent is granted.
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2021-11 - 2023-01 ACM-ICPC Training Team of SCUT
School of Software Engineering, South China University of Technology, China - Regional first prize in the "Lanqiao Cup" Programming Contest. Question maker of the "Alibaba Cloud Cup" contest.
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2021-07 Shenzhen Dazhi Wujiang Technology Co., Ltd.
Shenzhen, China - Teaching assistant for primary school students on robot production, CAD, laser cutting, and 3D printing.
- Participate in designing and optimizing the teaching process based on students' feedback and teaching experience.
Other Rewards
| Modeling | First Prize in the CUMCM (Guangdong), Honorable Mention Reward in the MCM. |
| Open-source project | |
| Volunteer | Volunteering for 100 hours. Be awarded the "One Star Volunteer". |