She has seven years of teaching experience. She worked as a lecturer in the Department of Computer Science & Engineering at Daffodil International University from 2015-2019. Then she was promoted to senior lecturer and was there till June 2022. Prior to this, she worked as a lecturer (Contractual) in the Department of Computer Science & Engineering at Daffodil International University for four months. She also worked as a lecturer (ad hoc) at East West University. She earned her B.Sc. and M.Sc. degrees in CSE from the Department of Computer Science & Engineering at Jahangirnagar University.
M.Sc in Computer Science & Engineering, Jahangirnagar University
B.Sc in Computer Science & Engineering, Jahangirnagar University
Computer Vision, Image Processing, Machine Learning
Completed Research and Development Project:
School 360:
School360 is an educational management software. It is a complete school, college, madrasah, Coaching center Management System. Living by the moto, "শিক্ষা প্রতিষ্ঠানের জন্য সব" which literally means "Everything for an Educational Institute". With the latest cutting edge technologies and features, we are here to revolutionize the usage of management system in educational institutes in Bangladesh.
Features:
- Student Panel
- Teacher Panel
- Administrator
- Attendance
- Exam Result
- Text/Voice SMS service
This system is currently being used by almost 500 primary schools all over Bangladesh.
Rubaiya Hafiz, Mohammad Reduanul Haque, Aniruddha Rakshit, Mohammad Shorif Uddin, Image-based soft drink type classification and dietary assessment system using deep convolutional neural network with transfer learning, Journal of King Saud University - Computer and Information Sciences, Volume 34, Issue 5, 2022, Pages 1775-1784, ISSN 1319-1578.
Mohammad Reduanul Haque, Rubaiya Hafiz, Al Azad, A., Adnan, Y., Mishu, S. A., Khatun, A., & Uddin, M. S. Crime Detection and Criminal Recognition to Intervene in Interpersonal Violence Using Deep Convolutional Neural Network with Transfer Learning. International Journal of Ambient Computing and Intelligence (IJACI), 12(4), 1-14.
Rubaiya Hafiz, Jahidul Hasan, Md. Azizul Hakim, “Enhancement of Human Anatomy and Nervous System Learning using Mobile Augmented Reality Application”, International Journal of Engineering and Advanced Technology (IJEAT) ISSN: 2249 – 8958, Volume-9 Issue-3, February, 2020.
Hasan, Md Mehedi, Khairul Alam, Md Rejaul Alam, Md Nahiduzzaman Sajeeb, Afsana Akther Ankhi, and Rubaiya Hafiz. "Automatic Detection and Recognition of Object to Help Visually Impaired People while Visiting Liberation War Museum in Bangladesh." In 2021 5th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), pp. 1-5. IEEE, 2021.
Mohammad Reduanul Haque, Rubaiya Hafiz, Mohammad Zahidul Islam, Amina Khatun, Morium Akter, and Mohammad Shorif Uddin. "Handwritten Indic Digit Recognition Using Deep Hybrid Capsule Network." In Proceedings of International Joint Conference on Advances in Computational Intelligence, pp. 539-547. Springer, Singapore, 2021.
ASM Farhan Al Haque, Md Azizul Hakim, and Rubaiya Hafiz. "CNN Based Automatic Computer Vision System for Strain Detection and Quality Identification of Banana." In 2021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI), pp. 1-6. IEEE, 2021.
Shampa Islam Momo, Md Riajuliislam, and Rubaiya Hafiz. "Forecasting of Inflation Rate Contingent on Consumer Price Index: Machine Learning Approach." Intelligent Computing and Innovation on Data Science. Springer, Singapore, 2021. 137-144.
Rifat Hasan, Md Khairul Alam Ovy, Ifrat Zahan Nishi, Md Azizul Hakim, and Rubaiya Hafiz. "A Decision Support System of Selecting Groups (Science/Business Studies/Humanities) for Secondary School Students in Bangladesh." In 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), pp. 1-6. IEEE, 2020.
M. M. Hasan, M. Tuz Zahara, M. M. Sykot, R. Hafiz and M. Saifuzzaman, "Solving Onion Market Instability by Forecasting Onion Price Using Machine Learning Approach," 2020 International Conference on Computational Performance Evaluation (ComPE), Shillong, India, 2020, pp. 777- 780, doi: 10.1109/ComPE49325.2020.9200033.
A S M Farhan Al Haque, Rubaiya Hafiz, Md. Azizul Hakim, G. M. Rasiqul Islam, "A Computer Vision System for Guava Disease Detection and Recommend Curative Solution Using Deep Learning Approach." 2019 22nd International Conference on Computer and Information Technology (ICCIT). IEEE, 2019.
Md Ferdousur Rahman Sarker, et al. "Real-time Bangladeshi Currency Detection System for Visually Impaired Person." 2019 International Conference on Bangla Speech and Language Processing (ICBSLP). IEEE, 2019.
Rubaiya Hafiz, Saiful Islam, Roksana Khanom, Mohammad Shorif Uddin, “Image based drinks identification for dietary assessment,” International Workshop Computational Intelligence (IWCI), November 2016, pp. 192-197.