Master Thesis: VOICE-BASED AMYOTROPHIC LATERAL SCLEROSIS(ALS) CLASSIFICATION USING DEEP LEARNING METHOD
Bachelor Thesis: COMPUTATIONAL FLUID SIMULATION OF SPIRAL GROOVE VARIANT FOR LEFT VENTRICULAR ASSIST DEVICE
School of College and Design Engineering
National University of Singapore (NUS)
January 2024 to Present
Full-time employee as a research engineer.
Artificial intelligence and signal processing.
Materials charachterization
Fiber drawing
Early heart failure diagnosis.
Drug delivery
Department of Biomedical Science and Engineering
Gwangju Institute of Science and Technology
February 2022 to February 2024
Voice-based classification of ALS using Deep learning methods and comparison with classical machine learning models.
Controlling hand orthosis and prosthesis using EMG signal
EEG-based brain-machine interface,
Audio, ECG, EMG, and EEG signal processing.
Working temporarily as a research assistant for a PhD project.
CFD simulation and analysis.
Cardiovascular Engineering, Biofluid Dynamics, Rehabilitation Engineering.
Literature review, Identify research problems, Address research questions,
Develop hypotheses and research objectives,
Design and Product Development,
Report and discuss results, data analysis.
Write proposals and academic journals.
Developed a device using IoT, a mobile app developed for COVID19 measurement and precautions for office staff
Research project was on programming and electronics hardware based. I did several sensors based IoT (ultrasound, temperature, pressure, power tracker for hospital management, gyro sensor for wearable device, force, piezo, humidity, infrared, smoke detector, and many based projects.
New Machine Installation (CT, Ultrasound, X-ray, MRI, Mammogram)
Repairing & Maintenance Ultrasound, CT.
New radiology project set up.
SISMA (SMART, INTEGRATED, SYSTEM, MANAGEMENT, ASSET).
MATLAB, Python, Arduino, Circuit Design, Power tracker, Sensors.
Technical, Organizational, Administrative skills, data analysis.
Repair, Sales & Service (Medical Devices ECG, ultrasound, Biochemistry analyzer).
Repairing & Maintenance Hospitals Medical Devices, and
Repairing Preventative Maintenance.