CONTACT INFORMATION
Room: 821, 8th Floor, General Mustafiz Tower, MIST.
Mirpur Cantonment, Dhaka-1216, Bangladesh.
ACADEMIC EXPERIENCE
- B.Sc. in Computer Science and Engineering (4 Years)
Military Institute of Science and Technology. Date of Graduation: March 2021.
AWARDS/ HONOURS
- MIST Dean’s List of Honour – 2017
- Academic Session 2016-2017
- MIST Dean’s List of Honour – 2018
- Academic Session 2016-2017
- MIST Dean’s List of Honour – 2019
- Academic Session 2016-2017
- Received University Merit Scholarship in all academic terms during my undergraduate study at Military Institute of Science and Technology (MIST).
- Received Merit scholarship in talent pool from Bangladesh Government for excellence in S.S.C
- Received Merit scholarship in general grade from Bangladesh Government in H.S.C
- Received Primary board scholarship in talent pool from Bangladesh Government from Dinajpur board.
ACADEMIC PROJECTS: MIST Automated Attendance System(MAAS), Research Management System (Database), SAP1, Gas level monitoring and alarm system using Atmega microcontroller, ping pong game.
RESEARCH INTERESTS
Research Domain: Data Mining, Bioinformatics, Machine Learning, AI
JOURNAL PUBLICATIONS
- Muhammad Nazrul Islam, Tahasin Mahmud, Nafiz Imtiaz Khan, Sumaiya Nuha Mustafina, A. K. M. Najmul Islam, "Exploring Machine Learning Algorithms to Find the Best Features for Predicting Modes of Childbirth," in IEEE Access, vol. 9, pp. 1680-1692, 2021, doi:10.1109/ACCESS.2020.3045469.
- Muhammad Nazrul Islam, Sumaiya Nuha Mustafina, Tahasin Mahmud, 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]
CONFERENCE PUBLICATIONS
- 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. 2020 Emerging Technology in Computing, Communication and Electronics (ETCCE).
- Nafiz Imtiaz Khan, Tahasin Mahmud, Muhammad Nazrul Islam, and Sumaiya Nuha Mustafina. 2020. Prediction of Cesarean Childbirth using Ensemble Machine Learning Methods. In The 22nd International Conference on Information Integration and Web-based Applications Services (iiWAS’20), November
PROFESSIONAL EXPERIENCE
- FACULTY MEMBER (Lecturer), Department of CSE, Military Institute of Science and Technology (MIST), Mirpur Cantonment, Dhaka-1216, Bangladesh.
Duration: March, 2021 – Present.
