Selected Research & Projects
Post-Stroke Rehabilitation System
Wearable Sensing · EMG · IMU · EEG
A wearable system positioned near the ear to evaluate facial muscle function and support post-stroke speech rehabilitation. The system integrates EMG, IMU, and EEG signals for recovery monitoring and future mobile healthcare applications.
Fall Detection Using IMU Sensor
MPU6050 · ESP32 · Embedded Sensing
Developed a fall detection system for elderly users in home environments using the MPU6050 IMU sensor and ESP32. Combined accelerometer and gyroscope data to detect motion, acceleration, rotation, and tilt.
CNN-Based Data Interpolation
CNN · SRGAN · Super-Resolution
Explored CNN-based interpolation and SRGAN super-resolution methods to reconstruct high-resolution details from low-resolution images, improving image quality for computer vision and medical imaging tasks.
AI-Assisted Bowel Wall Thickness Assessment
Medical Imaging · Machine Learning · C#
Developed AI models to assess bowel wall thickness in pediatric inflammatory bowel disease using intestinal ultrasound images. Built a user-friendly C# interface for healthcare professionals in clinical settings.
Breast Tumor Classification from Ultrasound Images
Texture Analysis · Neuro-Fuzzy Model
Used statistical texture analysis and a neuro-fuzzy model to classify benign and malignant breast tumors from ultrasound images.
Vietnamese Voice Bot for Financial Services
NLP · TTS · Scrum · Business Analysis
Contributed to a Vietnamese NLP model and TTS integration for a voice bot tailored to real-time financial conversations.
Vinamilk Stock Price Forecasting and Investment Decision Support
Linear Regression · XGBoost · LSTM
Applied Linear Regression, XGBoost, and LSTM models to forecast stock prices and compared their performance using RMSE, MAE, and R-squared.
Honors & Awards
Graduate Research Assistantship
Department of Computer Science · University of Montana
Awarded a fully funded research assistantship to pursue a Ph.D. in Computer Science.
Consolation Prize
Festival of Undergraduate Research and Creative Activities · University of Alberta
Recognized for the project Classification of Breast Tumors on Ultrasound Images Based on Texture Analysis.
SEED Scholarship
Canadian Government Sponsored
Awarded a 100% scholarship valued at $15,900 to support eight months of undergraduate research.
Top 8
START UP DEMODAY · International University — VNU HCMC
Recognized for the project Psychological Counseling Application.
Top 3
GREENOVATOR HACKATHON · Bosch Vietnam
Awarded for the project Air Quality Forecasting Application.
Top 10
BUSINESS INTELLIGENCE SEASON 5 · University of Economics and Law
Recognized for the project Forecasting Sales Trends and Analyzing Customer Behavior.
Consolation Prize
HACKATHON 2020 · Ho Chi Minh City University of Technology and Education
Recognized for the project Time Management Application for Students and Lecturers.