Machine Learning, Computer Vision, Algorithms, Image Processing and Natural Language Processing
LinkedIn | diptagomes@gmail.com | Google Scholar | Github | ResearchGate
Contact Number: +8801861538531
ORCiD: https://orcid.org/0000-0003-3019-6051
Email | Website | AIUB Website
Looking to pursue a role as a Ph.D. Candidate at a well reputed University where I can contribute my knowledge and skills in the fields of Machine Learning Algorithms and be a part in the growth and prosperity of the institution.
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)
Assistant Professor
Department of Computer Science, American International University-Bangladesh (AIUB)
(October 2025- Ongoing)
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)
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
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
Author, International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM 2023), 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 Publication
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)
Conference Publications:
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
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..
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:
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
Gomes, D., Hasan, M., Philip, S.R. (2025). Enhancing Capabilities and Security Features of Drone Networks Through Machine Learning: A Comprehensive Overview. In: Hassan, J., Khalifa, S., Misra, P. (eds) Machine Learning for Drone-Enabled IoT Networks. Advances in Science, Technology & Innovation. Springer, Cham. https://doi.org/10.1007/978-3-031-80961-3_5
Imtiaz, Ahmed, et al. "Innovative Approaches to Tomato Leaf Disease Detection Bridging Tradition and Technology." Intelligent Internet of Everything for Automated and Sustainable Farming, edited by Biplob Ray, et al., IGI Global, 2025, pp. 123-148. https://doi.org/10.4018/979-8-3373-0020-7.ch004
Kabir, Md. Sayem, et al. "Smart Agriculture Using Advancing Tea Leaf Quality Assessment With Deep Learning." Intelligent Internet of Everything for Automated and Sustainable Farming, edited by Biplob Ray, et al., IGI Global, 2025, pp. 149-186. https://doi.org/10.4018/979-8-3373-0020-7.ch005
Kabir, Md. Sayem, et al. "AI-Driven Insights Into Revolutionizing Poultry Farming With Behavioral Monitoring and Ethical Management." Intelligent Internet of Everything for Automated and Sustainable Farming, edited by Biplob Ray, et al., IGI Global, 2025, pp. 225-266. https://doi.org/10.4018/979-8-3373-0020-7.ch007
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
AIUB Computer Club, Member (2015-2017)
Notre Dame College Science Club, Member (2011-2013)
Notre Dame College English Club, Member (2011-2013)
Programming Languages: C , C++, JAVA SE, Python, PHP
Web Framework: Code Igniter, Node JS, Python flask
Database: MySQL, Oracle SQL, MS SQL, Influx DB, Mongo DB
Big Data Analysis: Hadoop, R
Machine Learning Tools: MATLAB, Scikit-Learn
Deep Learning Tools: Tensorflow, Keras
Robotics: ROS (Robotic operating System)
Automation: Kubernetes
Academic Projects:
Extended Latency Time Scheduling Algorithm for linux based Operating Systems: ELT Algorithm had been implemented for linux based OS. View Source Code
Apriori Association Rule Mining with Nursery Dataset: Implementation of Apriori Algorithm using Python to find relevant association rules from the dataset which is the open source nursery dataset. The corresponding result is obtained and evaluated later in my research work. View Source Code
Stroke Prediction Using Artificial Neural Networks: The percentage of prediction of stroke in patients obtain using Artificial Neural Networks using Python Programming Language and evaluated in my corresponding research work. View Source Code
Implementation of CART decision Tree using Python for Open Source Animal Dataset View Source Code
ViralD: A Simple Ontology traversal application of Virus that is traversed through Symptoms View Source Code
Text-Analyzer: A Text Analyzer using Stanford Core NLP, NLTK built on top of Python Flask framework for web based solution to Natural Language Processing steps such as stemming, tokenization, lemmatization and Coreference Resolution. View Source Code
Software Projects:
Shop Circuit: Software Project in my Undergraduate a sleek and elegant E-Commerce Website. View Source Code
Anti-Accident System: National Hackathon 2017 participating project built in the Android Platform, that will be able to detect accidental situations and thus informing the drivers necessary guidelines to understand the danger ahead and moreover providing an after accident support to minimise the effects of accidents. View Source Code
Automated Human Resource Monitoring System: An Automated Human Resource Management Solution that gives basic support to organizations in maintaining the human resources within an organization.
Dr. Md Manzurul Hasan
Associate Professor
American International UniversityBangladesh (AIUB)
Email: manzurul@aiub.edu
Phone: +8801715246399
Md. Masum Billah
Assistant Professor,
Daffodil International University,
Email: billah.masumcu@gmail.com
Phone: +8801604457697
Fr. Hemanta Pius Rozario, CSC
Principal
Notre Dame College, Dhaka
Email: hprmay5@yahoo.com
Phone: +8801784900900