NUruzzaman Faruqui
An Educator, Researcher, Author, and Digital Content Creator
Who is Nuruzzaman Faruqui?
Nuruzzaman Faruqui is an Assistant Professor, working in the Department of Software Engineering of the Daffodil International University. He is an award-winning teacher with a Master’s degree in Information Technology with 4 out of 4 CGPA, experienced in teaching and digital content management with system development including over 7 years of experience in Google AdSense publishing, specialized in Artificial Intelligence with global recognition for Neural Network-based educational content, and a proud author of 3 books, 9 journal papers and 16 conference papers with a best paper award.
Research and Publications (Total 31)
4 Books
Nuruzzaman Faruqui has written three books so far. His books are related to Image Processing and Cloud Computing.
11 Journal Articles
Nuruzzaman Faruqui has published nine journal articles in reputed journals including Elsevier, Springer, and IEEE Access.
- LungNet: A hybrid deep-CNN model for lung cancer diagnosis using CT and wearable sensor-based medical IoT data (Cite Score: 8.2, Impact Factor: 6.68)
- SafetyMed: A Novel IoMT Intrusion Detection System Using CNN-LSTM Hybridization (Impact Factor: 2.9)
- Confimizer: A Novel Algorithm to Optimize Cloud Resource by Confidentiality-Cost Trade-Off Using BiLSTM Network (Impact Factor: 3.46)
- Trackez: An IoT-based 3D-Object Tracking from 2D Pixel Matrix using Mez and FSL Algorithm (Impact Factor: 3.46)
- Cyber-Physical System Security Based on Human Activity Recognition through IoT Cloud Computing (Impact Factor: 2.69)
- Designing Optimum Drug Delivery Systems Using Machine Learning Approaches: a Prototype Study of Niosomes (Impact Factor: 4.026)
- A Novel Front Door Security (FDS) Algorithm using GoogleNet-BiLSTM Hybridization (Impact Factor: 3.476)
- BDPS: An Efficient Spark-Based Big Data Processing Scheme for Cloud Fog-IoT Orchestration (Cite Score: 4.2)
- A secure image steganography using advanced encryption standard and discrete cosine transform
16 Conference Papers
Nuruzzaman Faruqui has published 16 conference papers. He also received a Best Paper award in IJCCI 2019.
- Early Prediction and Analysis of DTI and MRI-Based Alzheimer’s Disease Through Machine Learning Techniques
- Human Interaction and Classification Via K-ary Tree Hashing Over Body Pose Attributes Using Sports Data
- A Novel Lightweight Lung Cancer Classifier Through Hybridization of DNN and Comparative Feature Optimizer
- Identification of Mental State Through Speech Using a Deep Learning Approach
- An Exploratory Analysis of Effect of Adversarial Machine Learning Attack on IoT-enabled Industrial Control Systems
- A Novel Sedentary Workforce Scheduling Optimization Algorithm using 2nd Order Polynomial Kernel
- An Innovative Deep Neural Network for Stress Classification in Workplace
- Bacterial Strain Classification using Convolutional Neural Network for Automatic Bacterial Disease Diagnosis
- NDNN based U-Net: An Innovative 3D Brain Tumor Segmentation Method
- Identifying the Signature of Suicidality: A Machine Learning Approach
- Performance-accuracy Optimization of Face Detection in Human-Machine Interaction
- Innovative automation algorithm in micro-multinational data-entry industry
- Automatic Missing-Child Recovery System using Eigenfaces
- How can a robot calculate the level of visual focus of human’s attention
- Automatic Examinee Validation System using Eigenfaces
- A Novel Inspection of Paddy Leaf Disease Classification using Advance Image Processing Techniques
Research & Publication Summary
Total Research Grants in So Far: $18,992
Total Number of Publications: 28
Publication as First Author: 8
Publication as Corresponding Author: 1
The sum of Impact Factor: 31.366
Total Citation in Google Scholars: 172 (h: 5, i10: 4)
Research Award: Best Paper Award in IJCCI 2019
Paper Under Submission: 3 Journal Articles (IEEE Access, Elsevier Heliyon, & MDPI Electronics)
Certificates from International Universities/Institute
Machine Learning, Stanford University, Stanford, United States (Coursera).
Smart Grid, IEEEx, edx.org.
Learning How to Learn, University of California, San Diego, United States (Coursera).
Academic English Writing, University of California, Irvine, United States (Coursera).
How to Write and Publish a Scientific Paper, École Polytechnique, France (Coursera).
Award and Achievements
- Excellence in Teaching Award – 2023 (Recognition as the Best Teacher)
- Best Paper Award in IJCCI 2019
- Public Speaking Award – First Position in 2008, 08, 13, 15
- Instant Essay Writing Award – First Position in 2007
- Reciting Award – First Position in 2007
- Academic Merit Scholarship in 2003
Professional Experience (More than 5.5+ Years)
Department of Software Engineering,
Daffodil International University,
Daffodil Smart City, Ashulia, Savar, Dhaka-1340
Department of Software Engineering,
Daffodil International University,
Daffodil Smart City, Ashulia, Savar, Dhaka-1340
Department of Software Engineering,
Daffodil International University,
Daffodil Smart City, Ashulia, Savar, Dhaka-1340
Department of Computer Science & Engineering,
City University,
Khagan, Birulia, Savar, Dhaka-1216
Banglalink Digital Communication Limited (3rd Party)
Company Location: Dhaka
Department: Planning
Educational Background
Institution: Institution of Information Technology, University: Jahangirnagar University
Duration of the Program: 1.5 years
Degree Awarded: Master’s Degree
Result: CGPA 4/4
Passing Year: 2018
Department: Electrical and Electronics Engineering University: North South University
Duration of the Program: 4 years
Degree Awarded: Bachelor’s Degree
Result: 86.7% Marks
Passing Year: 2016
College (High School): BPATC College
School: BPATC School
Field of Expertise
Artificial Intelligence, Machine Learning, Deep Learning, Cloud Computing and Internet of Things (IoT)
Artificial Intelligence (AI): I’ve been teaching AI since 2018. Teaching is the best way of learning. And this is how is mastered the art of using AI algorithms.
Machine Learning (ML) and Deep Learning (DL): I’ve gained ML and DL expertise through research and publications. The majority of my papers are in ML and DL.
Cloud Computing: Two of my books are written on cloud computing. I love combining cloud computing with my ML and DL research.
Internet of Things (IoT): IoT is my hobby, and my personal lab is an IoT playground with Arduino, Raspberry Pi, different sensors, and power supply.
Research Collaboration
University: Queensland University of Technology, Australia
Collaboration with: Dr. Alistair Barros and Dr. Md Whaiduzzaman
University: University of Queensland, Australia
Collaboration with: Dr. Mohammad Ali Moni
University: Coventry University, United Kingdom
Collaboration with: Dr. Aziz Shah
University: Al-Balqa Applied University, Jordan
Collaboration with: Dr. Albara Awajan
University: King Abdulaziz
University, Saudi Arabia
Collaboration with: Dr. Faris A. Kateb, Dr. Md. Abdul Hamid, and Muhammad Mostafa Monowar
University: Vidyasagar University, India
Collaboration with: Mr. Bachchu Paul
Organization: Walmart Global Tech, Sunnyvale, United States of America
Collaboration with: Sandesh Achar
Organization: Amazon, United States of America
Collaboration with: Sandeep kumar Racherla