1. M.Sc. (Engg.) in CSE, Jatiya Kabi Kazi Nazrul Islam University (JKKNIU)
2. B.Sc. (Engg.) in CSE, Jatiya Kabi Kazi Nazrul Islam University (JKKNIU)
1. Lecturer, Department of CSE, University of Information Technology and Sciences, Dhaka (March 2023 ? Present)
2. Adjunct Lecturer, Department of CSE, University of Information Technology and Sciences, Dhaka (November 2022 ?February 2023 )
Machine Learning; Deep Learning; AI in Healthcare and Biomedical Applications; Distributed Database; Bioinformatics
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1. A. Badsha, R. Das, Y. Akter, M. B. Bhuiya & F. T. T. Esty (2026). Artifact Armor: A Smart IoT-Enabled Laser Intrusion Detection System for Reliable Security. 2026 International Conference on Quantum Photonics, Artificial Intelligence, and Networking, 16?18 April 2026, Chattogram, Bangladesh. https://qpain.org/ [Accepted]
2. F. T. T. Esty & T. Islam (2026). Explainable multi-model prediction of suicide mortality rates using TabNet, SVM, and HistGradientBoosting with demographic stratification. 2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Chittagong, Bangladesh. https://qpain.org/ [Accepted]
3. G. M. A. Hasanat, F. T. T. Esty & U. Hani (2026). Multi-class tuber plant leaf disease detection using hybrid deep learning framework for real time application. 2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Chittagong, Bangladesh. https://qpain.org/ [Accepted]
4. J. F. Faria, S. Akter & F. T. T. Esty (2025). Enhancing BdSL recognition: Comparative evaluation of CNN, VGG16, ResNet50, and MobileNet architectures. International Conference on Intelligent Data Analysis and Applications (IDAA 2025), Daffodil International University, Dhaka, Bangladesh. https://idaa.diu.edu.bd/
5. T. H. Ovi, I. H. Mrida, F. T. T. Esty, S. Ahmed & M. Bappy (2025). DeCrowd: A blockchain-enabled decentralized crowdfunding system on Ethereum for enhanced transparency and security. 2025 IEEE 7th International Conference on Sustainable Technologies for Industry 5.0 (STI 2025), Dhaka, Bangladesh. December 2025. https://doi.org/10.1109/STI69347.2025.11367607
6. F. T. Tarannom Esty and M. M. Siddique, ?Enhanced Skin Disease Diagnosis: A Deep Learning and Grad-CAM Image Classification Approach,? 2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Rangpur, Bangladesh, 2025, pp. 1-6, doi: https://doi.org/10.1109/QPAIN66474.2025.11172098.
7. F. T. Tarannom Esty, ?Advancing Deepfake Detection: An Optimized Neural Network Model with Keyframe Analysis,? 2025 2nd International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM), Gazipur, Bangladesh, 2025, pp. 1?6, doi: https://doi.org/10.1109/NCIM65934.2025.11160287.
8. F. T. T. Esty & A. H. Shawon (2025). Advancing brain stroke detection and classification with a customized multi-layered deep neural network. 2025 International Conference on Electrical, Computer and Communication Engineering (ECCE), Chittagong, Bangladesh. https://doi.org/10.1109/ECCE64574.2025.11013467
9. F. T. T. Esty, R. Shaharin & U. K. Prodhan (2023). A survey on electronic healthcare systems in Bangladesh: Current consequences and future prospects. International Conference on Technology, Business and Justice towards Smart Bangladesh (ICTBJ-2023), Jatiya Kabi Kazi Nazrul Islam University, Bangladesh. https://www.ictbj.jkkniu.edu.bd/Files/publication.pdf
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1. Research Appreciation Award (Autumn 2025): University of Information Technology and Sciences(UITS), Bangladesh
2. Research Appreciation Award (Spring 2025): University of Information Technology and Sciences(UITS), Bangladesh
3. Didtinguished Judge, Symposium on Information Science and Engineering (SiSE 2025): University of Information Technology and Sciences(UITS), Bangladesh
4. Participant, Enhancing Outcome-Based Education Through Active Teaching and Learning: University of Liberal Arts Bangladesh, Bangladesh.
5. Reviewer, International Conference on Computing Advancement (ICCA 2024): American International University, Bangladesh.