Research PROJECTS

2. Project Name: AI-Assisted Wearable Stethoscope For Early Detection Of Heart Failure.

Instrument and Task:

Signal Processing

Activities:

Duration:

1. Project Name:

Voice-Based classification of ALS.
Controlling hand orthosis and prosthesis using EMG signal
EEG-based brain-machine interface,

Instrument and Task:

ECG, EMG, and EEG signal processing of Muscle signals, speech analysis, Neuro signals for myoelectric prosthesis, BCI, wearable devices, and neural disease diagnosis utilizing machine learning and deep learning, and 3D printing. Python, MatLab.

Duration: PhD Project.(On going)

2. Project Name: Linear/Ridge/Logistic regression models and Perceptron to diagnose breast cancer.

Instrument and Task:

Implement three regression models and one classification model to diagnose breast cancer given features.

The assignment has three parts as following:

Implement the linear regression models and classification model; vanilla linear regression, ridge regression, logistic regression, regularized logistic regression and perceptron.
Compare your implementation with the same four models implemented in scikit-learn.

Activities: Class project (Machine Learning/Deep Learning)

Duration: 5.0 months

Diagnose breast cancer..pdf

3. Project Name: K-means and GMM clustering.

Instrument and Task:

Write a program in python that performs K-means clustering. Run your own k-means clustering algorithm on toy data sets (data0.mat, data2.mat, data2.mat). Each data set contains two 2-dimensional data points, x an y.
Write a program in python that performs GMM clustering. Run your own GMM clustering algorithm on toy data sets (data0.mat, data2.mat, data2.mat). Each data set contains two 2-dimensional data points, x an y.

Activities: Class project (Machine Learning/Deep Learning)

Duration: 5 months.(Working )

4. Project Name: Auto control wheelchair design & development.

Instrument and Task: Data collection survey, Prototype by 3D printer, app development, Used IoT, Wi-Fi module, Solid works to the design device, Coding to run the program on the circuit, circuit design, and simulation using Proteus and soldering.

Activities: Class project and Competition. 1st place.

My Role: My role was to design and simulation circuit, 3D printing, IoT control device system, paper writing, and finally patent preparation.

Duration: 5.5 months

5. Project Name: Office staffs COVID precautions and measurement System.

Instrument and Task: Developed a device using IoT, a mobile app developed for COVID19 measurement and precautions for office staff

Activities: Internship project

My Role: Literature review, Programming, Design circuit, Assembly device.

Duration: 3 months.

6. Project Name: Preparation and Characterization of Electrospun Nanofiber for Transdermal Drug Delivery.

Instrument and Task: Syringe pump, Collector, High voltage DC power supply, Syringe and syringe needle, Aluminum foil, Water circulating system, Stirrer box with cells holder, Cells consisting of donor chamber, receptor chamber, and pinch clamp, Magnetic stirrer, Ultraviolet-visible spectroscopy.

Activities: Academic lab

My Role: Literature Review, solution preparation, characterization, Technical, and Report writing.

Duration: 5.5 months

7. Project Name: Ergonomic risk assessment associated with Work-related Musculoskeletal Disorders using WERA.

Instrument and Task: Spreadsheet software, the WERA checklist, and user guide, and the Video recorder.

Activities: Academic lab

Duration: 5.5 months

8. Project Name: Drying and characterization of PVA and PEO for Biomedical Application

Instrument and Task: Solution Preparation, Drying and Solidification, Sample Characterization, Conventional oven drying, Normal freezing and thawing, Vacuum oven drying, Water Contact Angle Test and Analysis using fully automated image analysis, and did UV-Vis Analysis.

Activities: Academic lab

My Role: Literature Review, Solution preparation, Drying and Solidification in multi-steps, Sample characterization, Multi-steps testing and analysis, report, and paper writing.

Duration: 5.5 months

Project Details

9. Project Name: PCB Designing for Regulated Power Supply.

Instrument and Task: Proteus ISIS, Circuit printer

Activities: Academic lab

Duration: 3 months.

10. Project Name: Biomedical image processing

Instrument and Task: MATLAB.

Activities: Class project

Duration: 5.5 months

11. Project Name: Smart Hospital word management & Advanced Hospital Registration System (R-BAC).

Instrument and Task: Used IoT, Electronic circuit design and simulation with Multisim, Arduino IDE coding the sensors program, Analytical skills, Data analysis.

Activities: Class project and Competition. 5th place

Duration: 5.5 months

R-BAC.pptx

12. Project Name: Robotic arm for smart Healthcare

Instrument and Task: Design and develop a robot and arms for the use of healthcare technology.

Activities: Academic Lab.

Duration: 5.5 months.