About Me

I am a 2-year bachelor student at [South China University of Technology] supervised by Prof. Huiping Zhuang.

My research interests mainly include Robotics Manipulation, Synthetic data, Vision-Language-Action Model (VLA)

Education

South China University of Technology (SCUT)
B.Eng., Future Technology (2024 - present)

Academic Performance

GPA: 3/96 Average Score: 91.36/100

Competition Experience

The Interdisciplinary Contest in Modeling (ICM)

• Time: 2025.02
• Prize: Meritorious Winner (First Prize, the top 6 %)
• Description: As the team lead, I spearheaded the development of an Olympic Games medal prediction and coaching effect analysis system. I proposed an innovative BPNN-RF hybrid model (backpropagation neural network-random forest fusion model), which enhanced prediction robustness and accuracy through ensemble learning and nonlinear mapping. Utilizing Optuna for hyperparameter tuning, I completed over 100 iterations, with the final model achieving highly consistent predictions compared to actual data on the test set (2024 Olympics), validating its effectiveness. Additionally, I designed a quantitative evaluation framework for the “Great Coach Effect,” defining the “Great Coach Coefficient” and combining it with MAE metrics to quantify the significant contribution of top coaches to medal counts.

Mathematics Competition of Chinese College Students

• Time: 2025.09
• Prize: First Prize, the top 5 %