Projects

Long Projects:

1. Master’s Thesis: Characterization of Lipoma Using Bioimpedance Measurement Technique: Preliminary Study, supervised by Mamun Rabbani, Assistant Professor and Co-Supervised by Dr. Muhammad Abdul Kadir, Professor and ex-Chairman of the Department of Biomedical Physics and Technology, University of Dhaka.

2. 4th Year Project: Comparison between LMS, NLMS and RLS Algorithms in Adaptive Noise Cancellation for Speech Enhancement, Supervised by Dr. A.H.M. Asadul Huq, Professor, Department of Electrical and Electronic Engineering, University of Dhaka. 

Short Projects:

1.  Obesity Prediction: Full ML pipeline and deployment in Hugging Face (GitHub) (Hugging Face free hosting is only for 30 days)

2. Task manager with Python OOP. (GitHub)

3. Event-driven programming using Python. (GitHub)

4. Cinema hall seat booking system using Python OOP. (GitHub)

5. Restaurant billing system using C++ and OOP concepts. (GitHub) (GitHub)

6. Used car exploratory data analysis and visualization using scatter regression pair plot. (GitHub)

7. Volkswagen used car exploratory data analysis. (GitHub)

8. Used car price prediction using Linear Regression with multiple variables. (GitHub)

9. Customer churn prediction from telecom dataset using the Decision Tree Algorithm and Hyper Parameter Tuning. (GitHub)

10. UCI Heart Disease prediction using the Decision Tree algorithm. (GitHub)

Research Experience

1. Nuclear fuel cycle simulation of the VVER 1200 Reactor using NMB 4.0 (Institue of Science, Tokyo, Japan)

2. Bio-impedance measurement of Lipoma (a type of benign Tumor).

3. Natural Language Processing with Machine Learning techniques.

4. Heart disease and Breast cancer patient classification and analysis using Machine learning.

5. Cyber Security.

6. Worked with SEM, 3D printer, and circuit board plotter (ProtoMat S64).

7. Environmental Monitoring using IoT.

8. Design and development of Dose Rate meter.

9. Design and Development of Area Radiation Monitoring.

10. Research work On Smart Grid.

Skills

Programming Languages: C, C++ (OOP), Python (OOP), R, SQL

Technical Skills: Electronics, Data Mining, Statistical Data Analysis, Data Structure, Algorithm, Problem Solving.

Soft Skills: Presentation, Leadership, Scientific Collaboration.