Academician and a Researcher

Work Experience

• Lecturer, Department of CSE, Bangladesh University of Business and Technology (BUBT) (Jan 2022 - Present)
• Research Assistant, Department of CSE, Bangladesh University of Business and Technology (BUBT) (June 2021 - August 2022)

Education

• M.Sc., Computer Science and Engineering

  Military Institute of Science and Technology (MIST) (Running)

• B.Sc., Computer Science and Engineering

  Bangladesh University of Business and Technology (BUBT) (August 2021)

Publications

Journal Articles

1. A. J. Keya, S. A. Arpona, M. M. Kabir, and M. F. Mridha, “Recurrent albert for recommendation: A hybrid architecture for accurate and lightweight restaurant recommendations,” Cognitive Computation and Systems, vol. 5, no. 4, pp. 265–279, 2023
2. A. J. Keya, M. M. Kabir, N. J. Shammey, M. F. Mridha, M. R. Islam, and Y. Watanobe, “G-bert: An efficient method for identifying hate speech in bengali texts on social media,” IEEE Access, 2023.
3. A. J. Keya, H. H. Shajeeb, M. S. Rahman, and M. Mridha, “Fakestack: Hierarchical tri-bert-cnn-lstm stacked model for effective fake news detection,” Plos one, vol. 18, no. 12, e0294701, 2023.
4. A. J. Keya, M. A. H. Wadud, M. Mridha, M. Alatiyyah, and M. A. Hamid, “Augfake-bert: Handling imbalance through augmentation of fake news using bert to enhance the performance of fake news classification,” Applied Sciences, vol. 12, no. 17, p. 8398, 2022.
5. M. F. Mridha, M. A. Hamid, M. M. Monowar, et al., “A comprehensive survey on deep-learning-based breast cancer diagnosis,” Cancers, vol. 13, no. 23, p. 6116, 2021
6. M. F. Mridha, A. J. Keya, M. A. Hamid, M. M. Monowar, and M. S. Rahman, “A comprehensive review on fake news detection with deep learning,” IEEE access, vol. 9, pp. 156 151–156 170, 2021.

Conference Proceedings

1. A. J. Keya, S. Afridi, A. S. Maria, S. S. Pinki, J. Ghosh, and M. Mridha, “Fake news detection based on deep learning,” in 2021 International Conference on Science & Contemporary Technologies (ICSCT), IEEE, 2021, pp. 1–6.

Awards and Grants

Publication Award, BUBT Research and Innovation Centre (BRIC) (2024)

Research Grant, Bangladesh University of Business and Technology (BUBT) (2023)

• Research Title: Fakestack: Hierarchical tri-bert-cnn-lstm stacked model for effective fake news detection.
• Total Grant Amount: Tk. 76,500 Tk.

Professional Development

Workshop

• Research Methodology and Mindset for Quality Research, Research and Publication Committee, Department of CSE, BUBT.(2022)
• Designing Complex Engineering Problems, Department of CSE, BUBT (2023)

Training Program

• Mentorship and Leadership Development Training Program, Daffodil International University. (2021)
• Enhancing Students Programming Skills through Problem Solving, BUBT. (2023)

Skills

• Languages: Strong reading, writing and speaking competencies for English, and Bengali.
• Coding: Python, C, C++.
• Databases: MySQL, Oracle.
• Machine Learning Tools: Pandas, NumPy, Matplotlib, Keras.
• Misc.: Academic research, teaching, consultation.