Department of Computer Science & Engineering (CSE)

Room - 821, General Mustafiz Tower, MIST.

Mirpur Cantonment, Dhaka-1216, Bangladesh

Phone: +880 1795950319

Profiles:  Personal LinkedIn Google Scholar ResearchGate Kaggle GitHub

• Junior Software Developer, Guard Force Securities [REF]

  • Duration: August 2019 – February 2020

• Industrial Trainee, Robi Axiata Limited [REF]

  • Duration: December 2019 – January 2020

• Technical Member, MIST Inter University ICT Innovation Fest 2021. [ref]
• Event Coordinator, Mobile App Contest, MIST Inter University ICT Innovation Fest 2021. [ref]
• Maintenance Engineer, MIST CSE Department Website.
• FACULTY MEMBER, Department of CSE, Military Institute of Science and Technology (MIST), Mirpur Cantonment, Dhaka-1216, Bangladesh.
  • Duration: March 2021– August 2023.

• B.Sc. in Computer Science and Engineering (4 Years)

  • Military Institute of Science and Technology.

• Champion in the application category of the Medical Robotics Challenge for Contagious Diseases, organized by Imperial College London

• Champion in the creative app contest of the “Tri Robo Cup”, organized by MIST Robotics Club. [ref]

• 3rd runner-up of the project-building subcategory under the problem-based category at COVID-19 Combatants Unification Competition, organized by IEEE Computer Society. [ref]

• MIST Dean’s List of honor – 2018 [ref]

• MIST Dean’s List of honor – 2019 [ref]

• MIST Dean’s List of honor – 2020

• Graduated with MIST Dean’s List of Honor


• Received University Merit Scholarship in Level-2, Level-3, and level-4 at Military Institute of Science and Technology (MIST).


• Solved over 1500 problems in different online judges and participated in many Inter-University competitive programming competitions.

Research Domain: Machine Learning, Data Science, AI, Bioinformatics, IoT

1. Exploring Machine Learning Algorithms for Predicting the Mode of Childbirth. [PDF]

   Supervisor: Muhammad Nazrul Islam

1. Muhammad Nazrul Islam, Nafiz Imtiaz Khan, Nafiz Islam, Samuli Laato and A. K. M. Nazmul Islam. "Monitoring the Health and Movement of Quarantined COVID-19 Patients with Wearable Devices" Healthcare Technology Solutions for Pandemics - A Roadmap.

1. Muhammad Nazrul Islam, Tahasin Mahmud, Nafiz Imtiaz Khan, Sumaiya Nuha Mustafina, and A. K. M. Nazmul Islam, "Exploring Machine Learning Algorithms to Find the Best Features for Predicting Modes of Childbirth", IEEE Access, vol. 9, pp. 1680-1692, 2021. (IF = 3.367 and SJR Rank = Q1) [HTML Link]


2. Jesika Rahman, Khondaker Sakil Ahmed, Nafiz Imtiaz Khan, Kamrul Islam, and Sujith Mangalathu, "Data-Driven Shear Strength Prediction of Steel Fiber Reinforced Concrete Beams Using Machine Learning Algorithms", Engineering Structures. 2021 Apr 15;233:111743.(IF = 5.582 and SJR Rank = Q1) [HTML Link]


3. Mohammad Shahjahan Majib, Md. Mahbubur Rahman, T. M. Shahriar Sazzad, Nafiz Imtiaz Khan, and Samrat Kumar Dey, "VGG-SCNet: A VGG Net-based Deep Learning Framework for Brain Tumor Detection on MRI Images", IEEE Access, vol. 9, pp. 1880-1892, 2021 (IF = 3.367 and SJR Rank = Q1). [HTML Link]


4. Samia Zakir Sarothi, Khondaker Sakil Ahmed, Nafiz Imtiaz Khan, Aziz Ahmed, and Moncef Nehdi, "Predicting Bearing Capacity of Double Shear Bolted Connections Using Machine Learning", Engineering Structures, 2022 Jan 15;251:113497.(IF = 5.582 and SJR Rank = Q1) [HTML Link]


5. Samia Zakir Sarothi, Khondaker Sakil Ahmed, Nafiz Imtiaz Khan, Aziz Ahmed, and Moncef Nehdi, "Machine Learning-Based Failure Mode Identification of Double Shear Bolted Connections in Structural Steel", Engineering Failure Analysis. 2022 May 23:106471. (IF = 5.582 and SJR Rank = Q1) [HTML Link]


6. Muhammad Nazrul Islam, Sumaiya Nuha Mustafina, Tahasin Mahmud, and Nafiz Imtiaz Khan, "Machine learning to predict pregnancy outcomes: a systematic review, synthesizing framework and future research agenda. BMC pregnancy and childbirth", 2022 Dec;22(1):1-9. (IF = 3.09 and SJR Rank = Q1) [HTML Link]


7. Akib Zaman, Mohammad Shahjahan Majib, Shoeb Ahmed Tanjim, Shah Md. Ahasan Siddique, Shafayetul Islam, Md Shadman Aadeeb, Nafiz Imtiaz Khan, Riasat Haque, Md Rashid Ul Islam, M. Rayhan Ferdous Faisal, Siddharth Malik, and Muhammad Nazrul Islam, "UVC-PURGE: A Novel Cost-Effective Disinfection Robot for Combating COVID-19 Pandemic", IEEE Access. 2022 Mar 30;10:37613-34. (IF = 3.367 and SJR Rank = Q1) [HTML Link]


8. Muhammad Nazrul Islam, Nafiz Imtiaz Khan, and Tahasin Mahmud, "COVID-19 and Black Fungus: Analysis of Public Perceptions through Machine Learning", Engineering Reports. 2022 Apr;4(4):e12475. (Scopus Indexed) [HTML Link]


9. Md Mahbubar Rahman, Nafiz Imtiaz Khan, Iqbal H. Sarker, Mohiuddin Ahmed, and Muhammad Nazrul Islam, "Leveraging machine learning to analyze sentiment from COVID‐19 tweets: A global perspective", Engineering Reports. 2022:e12572. (Scopus Indexed)[HTML Link]


10. Muhammad Nazrul Islam and Nafiz Imtiaz Khan, Toki Tahmid Inan, "Designing User Interfaces for Illiterate and Semi-literate Users: A Systematic Review", IETE Technical Review. (under review)


11. Md Saddam Hossain Mukta, Akib Zaman, Nafiz Imtiaz Khan, Md. Adnanul Islam, Muhammad Nazrul Islam, Nafeez Zawad, and Mohammed Eunus Ali, "User Value based Group Recommendations from Tweets", Social Networks (Under Review)


12. Md. Muhtasim Fuad, B. M. Nishanul Alam Nishat, Mohian Islam, Tashfia Fatema, Faria Habib, Saba Ahmed Momo, Fahim Foysal, Nafiz Imtiaz Khan, Muhammad Nazrul Islam, "A Blockchain-based Framework to Develop a Sustainable Supply Chain Management System for Apparel Industry", Engineering Reports (Under Review)


13. Raiyan Jahangir, Md. Wasif-Ul-Islam, Nasif Shahriar Mohim, Anika Ashraf, Nafiz Imtiaz Khan, Muhammad Nazrul Islam, "A Voice-Over-Guided System to Learn Multilingual Alphabets Writing for Visually-Impaired People" (Under Review)


14. Muhammad Nazrul Islam, Tasfia Tasnim, Md Shadman Aadeeb, Nafiz Imtiaz Khan, Md Abdur Razzak. “Digital Health Intervention in Awareness, Screening and Treatment of Cervical Cancer Patients: A Systematic Review and Future Research Agenda” Heliyon (Under Review).


15. Kazi Rafid Raiyan, Tasfia Tasnim, Shutonu Mitra, M.M. Rushadul Mannan, Nafiz Imtiaz Khan, Muhammad Nazrul Islam, “PPD COACH: An Application for detecting Postpartum Depression in Bangladeshi Mothers using Visual Questionnaires”, Engineering Reports (Under Review)

1. Nafiz Imtiaz Khan, Tahasin Mahmud, Muhammad Nazrul Islam, and Sumaiya Nuha Mustafina, "Prediction of Cesarean Childbirth using Ensemble Machine Learning Methods", 22nd International Conference on Information Integration and Web-based Applications & Services (iiWAS2020) November 30-December 2, 2020, Chiang Mai, Thailand. [HTML Link]


2. Nafiz Imtiaz Khan, Sumaiya Nuha Mustafina, Farzana Faruk Jhumu, A.H.M Zobyer, Masrur Hasan Mahin, Md. Ariful Islam Tarek, Raiyan Rahman, and Muhammad Nazrul Islam, "Towards Developing an Automated Attendance Management System using Fingerprint Sensor", International Conference on Emerging Technology in Computing, Communication and Electronics. December 21-22, 2020, Dhaka, Bangladesh. [HTML Link]


3. Tarannum Zaki, Nafiz Imtiaz Khan, and Muhammad Nazrul Islam, "Evaluation of User's Emotional Experience through Neurological and Physiological Measures in Playing Serious Games", 20th International Conference on Intelligent Systems Design and Applications (ISDA) On the World Wide Web, December 12-15, 2020. [HTML Link]


4. Anika Islam Aishwarja, Nusrat Jahan Eva, Shakira Mushtary, Zarin Tasnim, Nafiz Imtiaz Khan, and Muhammad Nazrul Islam, "Exploring the Machine Learning Algorithms to Find the Best Features for Predicting the Breast Cancer and its Recurrence", 3rd International Conference on Intelligent Computing & Optimization. April 22-23, 2021 Hua Hin, Thailand. [HTML Link]


5. Deepon Deb Nath, Nafiz Imtiaz Khan, Jesmin Akhter and Abu Sayed Md. Mostafizur Rahaman, "Prediction of Android Malicious Software using boosting Algorithms", 4th International Conference on Emerging Technologies in Computing 2021. August 18-19, 2021 London, United Kingdom. [HTML Link]


6. Noor Nafiz Islam, Nafiz Imtiaz Khan, Md Abdur Razzak, and Muhmmad Nazrul Islam, "Design, Development and Evaluation of a Physical Exercise Monitoring and Managing System for Athletes, 23rd International Conference on Information Integration and Web Intelligence (iiWAS2021), November 29-December 1, 2021, Linz, Austria. [HTML Link]


7. Ifath Ara, Tasneem Mubashshira, Fariha Fardina Amin, Nafiz Imtiaz Khan, and Muhammad Nazrul Islam, "Towards Developing a Mobile Application for Detecting Intoxicated People through Interactive UIs", International Joint Conference on Advances in Computational Intelligence IJCACI 2021. [HTML Link]


8. Muhammad Nazrul Islam, Nafiz Imtiaz Khan, Ayon Roy, Md Mahbubar Rahman, Md Saddam Hossain Mukta, A.K.M Najmul Islam, "Sentiment Analysis of Bangladesh-specific COVID-19 Tweets using Deep Neural Network", 62^2nd International Conference on Information Technology and Management Science. [HTML Link]


9. Md. Rokonuzzaman Reza, Fabiha Mukarrama Binte Mannan, Dhrubo Barua, Shafayetul Islam, Nafiz Imtiaz Khan, and Sharifa Rania Mahmud, "Developing a Machine Learning Based Support System for Mitigating the Suppression Against Women and Children", 5th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT). [HTML Link]


10. Shutonu Mitra, Tasfia Tasnim, Arr Rafi Islam, Nafiz Imtiaz Khan, and Shajahan Majib, "A Framework to Detect and Prevent Cyberbullying from Social Media by Exploring Machine Learning Algorithms", 6th International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2) December 26-27, 2021, Rajshahi University, Rajshahi, Bangladesh. [HTML Link]


11. Muhammad Rafsun Sheikh, Tarek Hasan Masud, Nafiz Imtiaz Khan, and Muhammad Nazrul Islam, "An Efficient Transfer Learning Model for Predicting Forged (Handwritten) Signature", In 2021 International Conference on Computer, Communication, Chemical, Materials, and Electronic Engineering (IC4ME2) 2021 Dec 26 (pp. 1-4). IEEE. [HTML Link]


12. Faria Habib, Tasfhia Fatema, Munswarim Khan, Nafiz Imtiaz Khan, and Muhammad Nazrul Islam, "Exploring Design Attributes and Development of an Acoustic VR Game to Improve Ethical Values of Visually Impaired People", In 2022 IEEE 7th International conference for Convergence in Technology (I2CT) 2022 Apr 7 (pp. 1-8). IEEE. [HTML Link]


13. Moumita Bhowmik, Naim Ibna Khadem Al Bhuyain, Md. Rokonuzzaman Reza, Nafiz Imtiaz Khan, and Muhammad Nazrul Islam, "Neurophysiological Feature Based Stress Classification Using Unsupervised Machine Learning Technique", In Proceedings of International Conference on Fourth Industrial Revolution and Beyond 2021 2022 (pp. 603-614). Springer, Singapore. [HTML Link]


14. Raiyan Jahangir, Afnan Alauddin Mumu, Nasif Shahriar Mohim, Anika Ashraf, Mahapara Naim, Md. Abu Syed, Nafiz Imtiaz Khan, and Muhammad Nazrul Islam, "Towards Developing a Smart Infant Monitoring System for Working Mothers at Apparel Industry in Bangladesh" (Under Review)


15. Amrin Rahman, Mahedi Kamal Avash, Afrina Kabir Zinia, Amrin Akhter Pinky, Sabrina Afrin Toma, Abedur Rahman Khan, Nafiz Imtiaz Khan, Md. Akhtaruzzaman, and Muhammad Nazrul Islam, "TWIN: A Companion Robot for Daily Care of Elders" (Under Review)

• CMH Plasma Bank

  • Supervisor: Brig Gen Sajjad Hossain, Associate Professor Muhammad Nazrul Islam, PhD
  • Team Members: Noor Nafiz Islam, Nafiz Imtiaz Khan, Md Shadman Aadeeb
  • Description: CMH Plasma Bank is a platform for managing plasma donors and accumulated plasma in Combined Military Hospital (CMH), situated in Dhaka, Bangladesh. The app works as a database for storing details about donors and plasma information. This app is developed to help the patients in CMH to get required plasma fast. This app also helps the doctors to check the availability of plasma in the plasma bank. Eventually, the endeavor of CMH and MIST for making the Plasma bank app enhanced the capability of CMH to give better treatment to COVID-19 Patients. [ref]
• MIST Blood Bank

  • Supervisor: Associate Professor Muhammad Nazrul Islam, PhD
  • Team Members: Noor Nafiz Islam, Nafiz Imtiaz Khan, Md Shadman Aadeeb
  • Description: MIST Blood Bank a platform for the MIST students to get in touch with potential blood donors in case of dire need. This project won first prize in in the creative app contest of the “Tri Robo Cup, organized by MIST Robotics Club. [ref]
• MAAS: MIST Automated Attendance System

  • Supervisor: Associate Professor Muhammad Nazrul Islam, PhD, Lecturer Raiyan Rahman
  • Members: Nafiz Imtiaz Khan, Sumaiya Nuha Mustafina, Farzana Faruk Jhumu, A.H.M Zobyer, Masrur Hasan Mahin, Md. Ariful Islam Tarek
  • Description: MIST Automated Attendance System, an integrated, embedded, and fully automated attendance system that makes the use of edge and cloud computing, biometric sensors, and real-time cloud database.
• UVC-PURGE V2.0

  • Supervisor: Associate Professor Muhammad Nazrul Islam, PhD, Lecturer Raiyan Rahman
  • Members: Akib Zaman, Shoeb Ahmed Tanjim, Shafayetul Islam, Ahasan Siddique, Nafiz Imtiaz Khan, Shadman Adeeb, Riasat Haque, Rashid Ul Islam, Rayhan Ferdous Faisal
  • Description: “UVC-PURGE” is a semi-autonomous UVC disinfection robot to fight against COVID-19 Pandemic. UVC-PURGE is robust, compact, and user-friendly in nature. This robot has been equipped with six T5 UVC (254 nm) lamps to destroy the SARS-CoV-2 virus (coronavirus) effectively in a standard 12' x 16' room with a disinfection time of 2-3 minutes. The Robot provides real-time camera feedback for better navigation. While disinfecting this semi-autonomous robot is capable enough to avoid any obstacles in that room. Being fully wireless and controlled by a mobile app or computer, UVC- PURGE is very user-friendly with 1600 square feet of coverage area and provides a battery backup of 2 hours. It is applicable for any indoor environment such as an Empty COVID patient ward, Empty ICU, Operation Theatre, Office room, Classroom, Corridor, Personal Apartment, etc. [ref]
• AFMC Admission Test System

  • Supervisor:Brig Gen Razzak, Brig Gen Majib
  • Members: Nafiz Imtiaz Khan, Assistant Professor Atif Yasir, Lecturer Muhaimin Bin Munir
  • Description: AFMC Admission Test Module is developed for conducting the yearly AFMC Entrance exam. The software module generates randomized MCQ questions for all the students, registered for the admission test. Thus each of the students, participating in the exam, appears on the test with a unique set of questions. Next, the solution evaluates each unique answer script and provides the students' ranking based on their merit. The software has been used for conducting the AFMC admission Test 2021, where the number of candidates was approximately 30,000. [ref]
• M-OMR: MIST OMR-Based Exam System

  • Supervisor:Brig Gen Razzak, Colonel Rahat
  • Members: Nafiz Imtiaz Khan,
  • Description: M-OMR is a generic system for conducting OMR Based exam. The system generates OMR sheets for each individual candidates participating in the exam. Next, the system evaluates the OMR sheets by enumerating subject-wise marking for each students, and provides student's ranking based on their merit.
• C-Archive: MIST CSE Department Data Archive

  • Supervisor:Brig Gen Razzak
  • Members: Nurshat Fateh Ali, Jamal Uddin Tanvin, Khaled Hasan, Md. Rashid Ul Islam Nafiz Imtiaz Khan , Muhaimin Bin Munir, Md Shadman Aadeeb
  • Description: The CSE Department Data Archive is an collaborative effot of students and faculty members of CSE Department, MIST to keep the memories of CSE Department alive. The archive stores the detailed information regarding Projects, Thesis, Activities, Achievements, Labs, Lab Equipments, Publications, Student Profiles, Faculty Profiles of CSE Department, MIST.

• CSE - 105: Structured Programming Language (Fall '21)
• CSE - 101: Discrete Mathematics (Spring '21)
• CSE - 121: Introduction to Computer Science and Programming Language (Fall '22)
• CSE - 319: Software Engineering (Fall '22)

• CSE - 402: Information System Design and Development Sessional (Spring '21, Spring '22)
• CSE - 206: Object Oriented Programming Sessional (Spring '21, Spring '22)
• CSE - 106: Structured Programming Language Sessional (Fall '21)
• CSE - 224: Advanced Programming Language Sessional (Fall '21)
• CSE - 360: Integrated Design Project - I (Spring '22)
• CSE - 460: Integrated Design Project - II (Fall '22)
• CSE - 122: Introduction to Computer Science and Programming Language Sessional (Fall '22)

• Designing and Developing a Mobile Application for Detecting Intoxicated People through Interactive UIs. [Paper Link]

  • Students: Tasneem Mubashshira, Ifath Ara, Fariha Fardina Amin
  • Supervisor: Associate Professor Muhammad Nazrul Islam, PhD
  • Co-supervisor: Lecturer Nafiz Imtiaz Khan
• Developing an Acoustic VR Game for Enhancing Ethical Values of Visually Impaired People. [Paper Link]

  • Students: Faria Habib, Tasfhia Fatema, Munswarim Khan
  • Supervisor: Associate Professor Muhammad Nazrul Islam, PhD
  • Co-supervisor: Lecturer Nafiz Imtiaz Khan
• A Machine Learning Framework to Classify Stress using Neurophysiological Features. [Paper Link]

  • Students: Md. Rokonuzzaman Reza, Moumita Bhowmik, Naim Ibna Khadem Al Bhuyain
  • Supervisor: Associate Professor Muhammad Nazrul Islam, PhD
  • Co-supervisor: Lecturer Nafiz Imtiaz Khan
• Development of a Signature Fraud Detection System. [Paper Link]

  • Students: Tarek Hasan Masud, MD Rafsun Sheikh
  • Supervisor: Associate Professor Muhammad Nazrul Islam, PhD
  • Co-supervisor: Lecturer Nafiz Imtiaz Khan
• Exploring Machine Learning Algorithms to Detect and Prevent Cyberbullying from Social Media. [Paper Link]

  • Students: Tasfia Tasnim, Shutonu Mitra, Md Arr Rafi Islam
  • Supervisor: Brig Gen Muhammad Shahjahan Majib
  • Co-supervisor: Lecturer Nafiz Imtiaz Khan
• Detection of Lung Tumor from CT Images with the Back-Propagation Artificial Nural Network (BP-ANN) Methodology.

  • Students: Md. Nayeem Morshed Rumman, Md. Naimur Rahman Hemal
  • Supervisor: Brig Gen Muhammad Shahjahan Majib
  • Co-supervisor: Lecturer Nafiz Imtiaz Khan
• Voice Over Guided-System to Teach Writing Multilingual Alphabets to Visually-Impaired People. (Ongoing)

  • Students: Raiyan Jahangir, Nasif Shahriar Mohim, Wasif Ul Islam, Anika Ashraf
  • Supervisor: Associate Professor Muhammad Nazrul Islam, PhD
  • Co-supervisor: Lecturer Nafiz Imtiaz Khan
• A Federated Learning Aided System for Cervical Cancer Classification. (Ongoing)

  • Students: Ramiza Rumaisa Aliya, Nazia Shehnaz Joynab, A.S.M Rakibul Hasan
  • Supervisor: Associate Professor Muhammad Nazrul Islam, PhD
  • Co-supervisor: Lecturer Nafiz Imtiaz Khan
• Development of an Efficient System to Automate Digital Scribe for the doctors. (Ongoing)

  • Students: Sazia Tabasum Mim, Tanha Tasfia, Mushfique Hossain Shafin
  • Supervisor: Associate Professor Muhammad Nazrul Islam, PhD
  • Co-supervisor: Lecturer Nafiz Imtiaz Khan
• An Empirical Study To Explore The Health Impact Of Post Covid-19 Patients. (Ongoing)

  • Students: Iftiaqur Rahman, Nahid Hasan Shourav
  • Supervisor: Associate Professor Muhammad Nazrul Islam, PhD
  • Co-supervisor: Lecturer Nafiz Imtiaz Khan

• Machine Learning Based Support System for Mitigating the Suppression Against Women and Children.

  • Students: Md. Rokonuzzaman Reza, Fabiha Mukarrama Binte Mannan, Dhrubo Barua, Shafayetul Islam
  • Supervisor: Assistant Professor Sharifa Rania Mahmud
  • Co-supervisor: Lecturer Nafiz Imtiaz Khan
• Sustainable Supply Chain Management System for Apparel Industry.

  • Students: Md. Muhtasim Fuad, B. M. Nishanul Alam Nishat, Mohian Islam, Tashfia Fatema, Faria Habib, Saba Ahmed Momo, Fahim Foysal
  • Supervisor: Associate Professor Muhammad Nazrul Islam, PhD
  • Co-supervisor: Lecturer Nafiz Imtiaz Khan
• TWIN: A Companion Robot for Daily Care of Elders.

  • Students: Amrin Rahman, Mahedi Kamal Avash, Afrina Kabir Zinia, Amrin Akhter Pinky, Sabrina Afrin Toma, Abedur Rahman Khan
  • Supervisor: Associate Professor Muhammad Nazrul Islam, PhD, and Md. Akhtaruzzaman
  • Co-supervisor: Lecturer Nafiz Imtiaz Khan
• Smart Infant Monitoring System for Working Mothers at Apparel Industry in Bangladesh.

  • Students:Raiyan Jahangir, Afnan Alauddin Mumu, Nasif Shahriar Mohim, Anika Ashraf, Mahapara Naim, Md. Abu Syed
  • Supervisor: Associate Professor Muhammad Nazrul Islam, PhD, and Md. Akhtaruzzaman
  • Co-supervisor: Lecturer Nafiz Imtiaz Khan
• Agro-Drone for the Agricultural officers to inspect diseases.

  • Students:Tasnim Fariha, Subah Tasnim Khan Shiary, MD Tariquel Islam Tamim,\\ Riasat Haque, , Tahsin Ahemd Refat
  • Supervisor: Associate Professor Muhammad Nazrul Islam, PhD, and Md. Akhtaruzzaman
  • Co-supervisor: Lecturer Nafiz Imtiaz Khan