About

I currently work in the NanoBioMechanics Laboratory (NBM Lab) under the supervision of Professor Junghwan Oh. My research focuses on IoT systems, embedded systems, biomedical signal processing, and machine learning, with applications in smart wearable and healthcare technologies.

Beyond his research, I’m passionate about exploring data-driven methods for healthcare innovation and enjoys supporting others in their learning journey in machine learning and academic research.

Education

• M.S. in Industry 4.0 Convergence Bionics Engineering, Pukyong National University, 2026
• B.S. in Mechatronics Engineering, Ho Chi Minh City University of Technology, 2023

Skills

• Languages: C/C++, C#, Python, Matlab
• Machine Learning Frame Work: PyTorch, TensorFlow
• Model Deployment & Optimization: Quantization, ONNX, TFLite, TensorRT, Edge AI
• Tools: Bash, Docker, Git, CUDA, TensorBoard
• Application Development: WinForm, Mobile Applications (iOS, Android)
• Embedded Systems: MCU, PCB Design, Analog Front End, RTOS
• IoT & Cloud Integration: Firebase, Azure, MQTT, TCP/IP, UDP

Publications

On-Device Club Path Recognition with Self-Supervised Learning for Golf Analysis

Q. P. Le et al., "On-Device Club Path Recognition with Self-Supervised Learning for Golf Analysis," in IEEE Sensors Journal, 2026.

Golf Swing Measurement with Real-Time Sweet Spot Detection using High-Speed Vision and Deep Neural Network

D. Ha, Q. P. Le et al., "Golf Swing Measurement with Real-Time Sweet Spot Detection using High-Speed Vision and Deep Neural Network," in Measurement Science and Technology, vol. 37, no. 4, pp. 046003, 2026.

Multi-Task Non-Contact Ballistocardiogram-Based Vital Signs Monitoring in Acupuncture

T. T. Vo, Q. P. Le et al., "Multi-Task Non-Contact Ballistocardiogram-Based Vital Signs Monitoring in Acupuncture," in Computers in Biology and Medicine, vol. 203, pp. 111461, 2026.

Multisensor Smart Glove With Unsupervised Learning Model for Real-Time Wrist Motion Analysis in Golf Swing Biomechanics

T. T. Vo, Q. P. Le et al., "Multisensor Smart Glove With Unsupervised Learning Model for Real-Time Wrist Motion Analysis in Golf Swing Biomechanics," in IEEE Internet of Things Journal, vol. 12, no. 11, pp. 16574-16586, 2025.

Fatigue Damage Quantification for Structural Health Monitoring of Steel Beam using Cyclegan

T. T. Luu, D. T. A. Nguyen, Q. P. Le , et al., "Fatigue Damage Quantification for Structural Health Monitoring of Steel Beam using Cyclegan," in Journal of Engineering Science and Technology, vol. 19, no. 2, pp. 705-724, 2024.