Advanced Project Skills Summer School 2023 – Speech Emotion Recognition
Summer School, University of Glasgow, James Watt School of Engineering, 2023
- Designed a BiLSTM model for emotion recognition in MATLAB, achieving an accuracy of 73.2%.
Extracurriculum Study
2023 Winter Frontier Research Program – Integrated Circuits Design
Winter School, Guided by Prof. Karl K. Berggren, EECS, MIT, 2023
- Studied integrated circuit layout design and evaluated a superconductive circuit using LTSpice.
Artificial Intelligence Summer Research Intern
Summer School, Nanyang Technological University, Business AI Lab, 2022
- Developed an CNN model aimed at classifying pneumonia pathogens using patients’ chest CT images.
- Treated 18,000 chest CT scans from patients with COVID-19, SARS, and bacteria infected.
- Built and optimized a model with 3 convolutional layers.
- Achieved training accuracy of 97.9% and testing accuracy of 91.8%.
- Scored 90 and was awarded “Distinction” in project evaluation (the highest level attainable).
Artificial Intelligence & Machine Learning – Computer Vision
Winter School, National University of Singapore, School of Computing, 2022
- Conducted a traffic sign classification project using OpenCV and TensorFlow, achieving an accuracy of 94%.
Engineering Design and Problem-Solving Practice Program
Workshop, University of Electronic Science and Technology of China, School of Aeronautics and Astronautics, 2021
- Developed a dot matrix typewriter with RobotC, earning an A level in the individual evaluation.