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Dipta Justin Gomes
Dipta Justin Gomes
Assistant Professor, Department of Computer Science
Assistant Professor, Department of Computer Science
American International University-Bangladesh (AIUB)
Machine Learning, Computer Vision, Algorithms, Image Processing and Natural Language Processing
LinkedIn | diptagomes@gmail.com | Google Scholar | Github
Contact Number: +8801861538531
Affiliations
Bio
Bio
Completed my Masters of Science (MSc )in Computer Science from University of Ulster, Belfast, Northern Ireland in January, 2023, Before, I have completed my Higher Secondary Certificate (HSC) from Notre Dame College, Dhaka in 2013 and then started my undergraduate in Computer Information Systems at American International University-Bangladesh (AIUB) back in 2014. Since then, I fell in love with algorithms, programming languages and lastly Artificial Intelligence at all its diversities. Taken part in various national and international events organized all around the country; One of the achievements include 2nd Runner's Up position in National Hackathon 2016 organized by ICT Ministry of Bangladesh. After finishing my undergraduate, I joined Notre Dame College, Dhaka as a lecturer in ICT department. Besides my job, I finished Masters in Computer Science (MSc CS) at AIUB specializing in intelligent systems. I was awarded "Summa Cum Laude" for highest academic excellence during my Masters at AIUB. I have carried out researches in Deep Learning Algorithms, Convolutional Neural Networks, Scheduling Algorithms, Graceful Labeling of Graphs, Machine learning algorithms for prediction of Bank Waiting Time, Image Processing optimizations, Data Mining algorithms, Underwater Image Processing and Natural Language Processing algorithms. After my Masters at AIUB, I joined American International University-Bangladesh (AIUB), Dhaka as a Lecturer in Department of Computer Science in 2019. Currently I am working as an Assistant Professor in the department of Computer Science at American International University-Bangladesh (AIUB).
Fields of Interest
Fields of Interest
Graph Theory
Computational Geometry
Computer Vision
Machine Learning
Algorithms
Experiences
Experiences
Assistant Professor
Department of Computer Science, American International University-Bangladesh (AIUB)
(October 2025-Present)
Former Lecturer
Department of Computer Science, American International University-Bangladesh (AIUB)
(September 2019-September 2025)
Former Lecturer
Notre Dame College, Dhaka
(Feb 2018-August 2019)
MSc Student Representative
University of Ulster, Northern Ireland, UK
(September 2021-January 2023)
Former Software developer (Intern),
Bangladesh Microtech Limited
(July 2017-December 2017)
Education
Education
Masters of Science in Computer Science
University of Ulster, Belfast, Northern Ireland
(September 2021-January 2023)
Masters of Science in Computer Science
American International University-Bangladesh (AIUB)
(April 2018-August 2019)
Bachelor of Science in Computer Information Systems
American International University-Bangladesh, Bangladesh
(January 2014-December 2017)
Higher Secondary Certificate (HSC)
Notre Dame College, Dhaka
(2013)
GCSE O'Levels
Methodist English Medium School, Mirpur, Dhaka
(2011)
Academic Achievements
Academic Achievements
Summa Cum Laude, Masters of Science in Computer Science, Highest Academic Honors for achieving a CGPA of more than 3.95. American International University-Bangladesh (AIUB)
Dean's List Honors for achieving a CGPA of more than 3.90 in my undergraduate.
Daily Star Award for achieving more than 6 A's in GCSE O Levels-2013
Workshops/ Events Participated
Workshops/ Events Participated
Graph Algorithms for Big Data Visualization: Current State and Open Problems, BUET, Dhaka, Bangladesh, 11/14/2024 LINK
Participating in Youth Campaign for Earthquake Preparedness organized by a2i and UNDP
Participating as a Competitor of Hult Prize@ American International University-Bangladesh (AIUB)
Participating in "Wining Mindset for Adolescents", 29 th June, 2013 organized by TDI (Teacher Development Institute) and PanAsia Learning (PAL) Singapore at National Academy of Planning and Development, Dhaka
Conferences Attended
Conferences Attended
Author, International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM 2025), DUET, Gazipur, Bangladesh. LINK
Author, International Conference on Innovations in Science, Engineering, and Technology 2024 (ICISET), IIUC, Kumira, Chittagong, Bangladesh. LINK
Author, 3rd International Conference on Computing Advancements - ICCA 2024, AIUB, Dhaka, Bangladesh. LINK
Author, IEEE CONFERENCE ON COMPUTING APPLICATIONS AND SYSTEMS (COMPAS 2024), CUET., Bangladesh LINK
Author, ICREST 2021 - International Conference on Robotics, Electrical and Signal Processing Techniques, AIUB, Dhaka, Bangladesh. LINK
Author, International Conference on Computation, Automation and Knowledge Management, Amity University, Dubai, IEEE, 2020. LINK
Author, 2020 - International Conference on Computing Advancements, AIUB, Dhaka, Bangladesh. LINK
Journal Publications
Journal Publications
(Accepted) Mahfujur Rahman, Noboranjan Dey, Nazmus Sakib, Rukaiya Jahan Sajuti, Mehedi Hasan, Abdullah Hel Azmain, Rahul Biswas, Dipta Justin Gomes, Kazi Tanvir, Mirza Asif Mahmud, "Enhancing Dengue Outbreak Prediction in Bangladesh: A Weighted Average Ensemble Machine Learning Approach", Malaysian Journal of Science and Advanced Technology.
(Accepted) Eshraque Jabid Ifti , Fihab Ifty , Mehadi Hasan , Rahul Chandra Shil , Utshab Kumar Saha , Dipta Gomes, Kazi Tanvir, Mahfujur Rahman, "SSC-BanglaTutor: A Curriculum-Aligned Bengali Dataset for Intelligent Tutoring Systems ", Data In Brief, Elsevier
K.M. Yeaser Arafat, Ahmed Hossain, Mushfika Ikfat, Md. Areful Amin, Kazi Tanvir, Dipta Gomes, Mahfujur Rahman, FRF-HHO: Early ovarian cancer prediction using explainable fuzzy random forest optimized by Harris Hawks algorithm, Advances in Biomarker Sciences and Technology, 2026,
Rahman, M. , Dey, N. , Hasan, M. , Biswas, R. , Sajuti, R. , Kazi, T. , Gomes, D. and Chowdhury, R. (2025) Hem-CNN: An Efficient Intracranial Hemorrhage Detection Model Using Explainable Deep Learning in Head CT Scan Images. Journal of Computer and Communications, 13, 128-146. doi: 10.4236/jcc.2025.1310008.
Dipta Gomes, "Classification of Food Objects Using Deep Convolutional Neural Network Using Transfer Learning", International Journal of Education and Management Engineering (IJEME), Vol.14, No.2, pp. 53-60, 2024. DOI:10.5815/ijeme.2024.02.05
Robust Underwater Fish Detection Using an Enhanced Convolutional Neural Network. International Journal of Image, Graphics and Signal Processing, 2021, 3, 44-54, DOI: 10.5815/ijigsp.2021.03.04
Discovering Rules for Nursery Students using Apriori Algorithm, January 2020, Bulletine of Electrical Engineering & Informatics, DOI: 10.11591/eei.v9i1.1665
Performance Evaluation of Extended Latency Time Algorithm in different Linux based Operating Systems, Nov 11, 2018, International Journal of New Technology and Research (IJNTR)
(Pre-print) Tanvir, Kazi and Kabir, Md. Sayem and Sintheia, Tasnim Sultana and Hena, Kazi Tasnim and Gomes, Dipta, An Explainable Machine Learning Framework for Obesity Classification with Optimized Support Vector Machines. Available at SSRN: https://ssrn.com/abstract=5173499
Conference Publications
Conference Publications
M. F. K. Chowdhury, M. S. Kabir, S. S. Rafith, K. Tanvir, F. Nazera and D. Gomes, "Enhanced Java Plum Leaf Disease Classification Using ShuffleNetV2 and GSA-Tuned AdaBoost," 2025 IEEE 2nd International Conference on Computing, Applications and Systems (COMPAS), Kushtia, Bangladesh, 2025, pp. 1-6, doi: 10.1109/COMPAS67506.2025.11381732.
T. Kumar Sarker et al., "Forecasting Crime Trends in Bangladesh Through a Pre and Post 2024 Political Shift Analysis Using Machine Learning," 2025 IEEE 2nd International Conference on Computing, Applications and Systems (COMPAS), Kushtia, Bangladesh, 2025, pp. 1-6, doi: 10.1109/COMPAS67506.2025.11381729.
M. S. Kabir, M. A. Pathan, P. Tamal, L. Somoddar, K. Tanvir and D. Gomes, "Automated Bladder Tissue Classification Using ViTXception with Explainable AI," 2025 IEEE 7th International Conference on Sustainable Technologies For Industry 5.0 (STI), Dhaka, Bangladesh, 2025, pp. 1-6, doi: 10.1109/STI69347.2025.11367499.
Gomes, D., Tanvir, K., Kabir, M.S., Sintheia, T.S., Rafith, S.S., Pathan, M.A. (2025). Automated Classification of Husk Species Using DenseNet121 and Vision Transformer. In: Palaiahnakote, S., Palit, R., Saraee, M., Atrey, P.K., Bai, X., Raman, B. (eds) Data Science, AI and Applications. ICDSAIA 2025. Communications in Computer and Information Science, vol 2681. Springer, Cham. https://doi.org/10.1007/978-3-032-11335-1_9
F. Nazera, K. Tanvir, M. S. Kabir, M. S. Hasan, K. T. Hena and D. Gomes, "Hybrid Vision Transformer Naive Bayes Model for Mosquito Species Recognition with Virus Colony Search Optimization," 2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), Rangpur, Bangladesh, 2025, pp. 1-6, doi: 10.1109/QPAIN66474.2025.11171832.
M. M. Hasan, D. Gomes, A. M. Touhidul and S. Hossain, "Optimizing Workforce Productivity with TrackMee: An Online Resource Management System," 2025 2nd International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM), Gazipur, Bangladesh, 2025, pp. 1-9, doi: 10.1109/NCIM65934.2025.11160087.
J. Islam, M. S. Kabir, K. M. Tahsin Kabir, T. S. Sintheia, K. Tanvir and D. Gomes, "Enhancing Watermelon Diseases Detection using Dense-EfficientNet and Explainable AI," 2024 27th International Conference on Computer and Information Technology (ICCIT), Cox's Bazar, Bangladesh, 2024, pp. 1452-1457, doi: 10.1109/ICCIT64611.2024.11021973.
J. Tahsin, D. Gomes and M. M. Hasan, "An Experimental Analysis on Different Pivot Selection Approaches for the Quicksort Algorithm," 2024 International Conference on Innovations in Science, Engineering and Technology (ICISET), Chittagong, Bangladesh, 2024, pp. 1-6, doi: 10.1109/ICISET62123.2024.10939753.
D. Gomes, M. M. Hasan and P. K. Boni, "A Systemic Expansion of Dhaka City using Voronoi Diagram," 2024 6th International Conference on Sustainable Technologies for Industry 5.0 (STI), Narayanganj, Bangladesh, 2024, pp. 1-6, doi: 10.1109/STI64222.2024.10951090.
Bushra, A., Hasan M., and Gomes D., Weathering the Forecast: Using Data Mining Techniques to Investigate Temperature’s Effect on Ice Cream Sales, Proceedings of the 7th IEOM Bangladesh International Conference on Industrial Engineering and Operations Management, Dhaka, Bangladesh, December 21, 2024, https://doi.org/10.46254/BA07.20240071.
Hossain, S., Rihan R., Imtiaz A., Boni P., and Gomes D., Enhancing Bangla Local Speech-to-Text Conversion Using Fine-Tuning Wav2vec 2.0 with OpenSLR and Self-Compiled Datasets Through Transfer Learning, Proceedings of the 7th IEOM Bangladesh International Conference on Industrial Engineering and Operations Management, Dhaka, Bangladesh, December 21, 2024, https://doi.org/10.46254/BA07.20240161.
Dr. Md. Manzurul Hasan, Md Shariful Alam, Shahadat Hossain, and Dipta Gomes. 2025. Fair Use Policies of Digital Contents: Some Observations and Recommendations. In Proceedings of the 3rd International Conference on Computing Advancements (ICCA '24). Association for Computing Machinery, New York, NY, USA, 192–199. https://doi.org/10.1145/3723178.3723204
D. Sarker, D. Gomes, S. Hossain and M. M. Hasan, "An Efficient Integrated Negative Fractional Counting Sort Algorithm," 2024 IEEE International Conference on Computing, Applications and Systems (COMPAS), Cox's Bazar, Bangladesh, 2024, pp. 1-6, doi: 10.1109/COMPAS60761.2024.10796657.
D. Gomes and M. M. Hasan, "Graceful Cascading Labelling Algorithm: Construction of Graceful Labelling of Trees," 2021 2nd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST), DHAKA, Bangladesh, 2021, pp. 39-43, doi: 10.1109/ICREST51555.2021.9331105.
Dipta Gomes, A. F. M. Saifuddin Saif, and Dip Nandi. 2020. Robust Underwater Object Detection with Autonomous Underwater Vehicle: A Comprehensive Study. In Proceedings of the International Conference on Computing Advancements (ICCA '20). Association for Computing Machinery, New York, NY, USA, Article 17, 1–10. https://doi.org/10.1145/3377049.3377052
D. Gomes, R. H. Nabil and K. Nur, "Banking Queue Waiting Time Prediction based on Predicted Service Time using Support Vector Regression," 2020 International Conference on Computation, Automation and Knowledge Management (ICCAKM), Dubai, United Arab Emirates, 2020, pp. 145-149, doi: 10.1109/ICCAKM46823.2020.9051490.
Book Chapters
Book Chapters
Gomes, D., Baul, S., Ahamed, J., & Nandi, D. (2026). Transforming Science Education Through Generative AI Through Adaptive Learning, Ethical Practices, and Inclusive Curriculum Design. In M. Kalogiannakis & D. Sotiropoulos (Eds.), Harnessing Generative Artificial Intelligence for Science Education (pp. 163-206). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-2913-0.ch006
Das Joy, S., Dey, N., Islam, M. R., Mahmud, M. A., Rahman, M., Tanvir, K., & Gomes, D. (2026). Synthetic Healthcare Data in Generation, Validation, and Integration for Ethical and Scalable Health Innovation. In M. Ahmad (Ed.), Advances in Synthetic Healthcare Data: Opportunities, Challenges, and Emerging Trends (pp. 65-108). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-5641-9.ch003
Islam, M. R., Mahmud, M. A., Tanvir, K., Das Joy, S., Rahman, M., Dey, N., & Gomes, D. (2026). IoMT Architecture for Healthcare: Integration, Security, and Real-Time Decision Support. In S. Al-Humairi, P. Naronglerdrit, N. Chantarapanich, & S. Wanchat (Eds.), Robotics and IoT Synergy in Next-Generation Healthcare (pp. 305-340). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-5447-7.ch010
Sarker, D., Sadi, M. T., Gomes, D., & Hasan, M. M. (2026). Securing Patient Privacy and Data Protection by Federated Learning in AI-Driven Healthcare. In N. Mun, C. Shieh, D. Ather, A. Panwar, & V. Jain (Eds.), Enabling Collaborative Health Intelligence With Federated Learning (pp. 317-352). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-3306-9.ch012
Dipta Gomes, Md. Manzurul Hasan and Supta Richard Philip, "Enhancing capabilities and security features of Drone Networks through Machine Learning: A Comprehensive Overview", Machine Learning for Drone-Enabled IoT Networks: Opportunities, Developments, and Trends, Springer Nature, 2024.
Kabir, M. S., Pathan, M. A., Tanvir, K., & Gomes, D. J. (2025). Smart Agriculture Using Advancing Tea Leaf Quality Assessment With Deep Learning. In B. Ray, J. Hassan, H. Huang, N. Islam, & Z. Shahadat (Eds.), Intelligent Internet of Everything for Automated and Sustainable Farming (pp. 149-186). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-0020-7.ch005
Kabir, M. S., Sintheia, T. S., Tanvir, K., & Gomes, D. J. (2025). AI-Driven Insights Into Revolutionizing Poultry Farming With Behavioral Monitoring and Ethical Management. In B. Ray, J. Hassan, H. Huang, N. Islam, & Z. Shahadat (Eds.), Intelligent Internet of Everything for Automated and Sustainable Farming (pp. 225-266). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-0020-7.ch007
Imtiaz, A., Hossain, S. M., Rihan, R., & Gomes, D. J. (2025). Innovative Approaches to Tomato Leaf Disease Detection Bridging Tradition and Technology. In B. Ray, J. Hassan, H. Huang, N. Islam, & Z. Shahadat (Eds.), Intelligent Internet of Everything for Automated and Sustainable Farming (pp. 123-148). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-0020-7.ch004
Dipta Gomes, “A Comprehensive Study of Advancements in Intelligent Tutoring Systems through Artificial Intelligent Education Platforms ”, Improving Student Assessment With Emerging AI Tools, IGI Global, 2024
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