Pioneering Data-Driven Insights for a Smarter Future

Founder and Director

Mahmudul Hasan

PhD Researcher

School of Information Technology

Deakin University, Melbourne, Victoria, Australia

Center for Multidisciplinary Research and Development (CeMRD)

Email: mahmudulmoon123@gmail.com

Mobile: +8801762775529 (WhatsApp), +61480363038 (AU)

  • CAREER OBJECTIVE

To advance my academic and professional journey through impactful research, leadership, and innovation. As a full-time researcher, educator, and Director of a research and development organization, I aim to contribute to high-quality, multidisciplinary research outcomes, foster collaboration with industry partners, and bridge the gap between academic research and real-world applications while mentoring future scholars and driving innovation in emerging technologies.

  • RESEARCH INTEREST

Machine Learning and Its Branches e.g., Federated Learning, Distributed Learning, and Deep Learning;  Image Analysis; Cyber Security; Blockchain; Buiness Analytics; Medical Informatics; Computational Sociology, and Multidiscplinary Research

  • EDUCATION
  1. PhD (Pursuing) in IT: Australian Research Council Scholarship Scholarship; 
    Deakin University, Geelong, VIC 3220, Australia (Melbourne Burwood Campus)
  2. M.Sc. Engineering in CSE: Two Journal Articles and One Conference, Research Fellow, Ministry of Science & Technology, Bangladesh, 2023
    Hajee Mohammad Danesh Science and Technology University (HSTU), Dinajpur-5200, Bangladesh
  3. B.Sc. in CSE: Best Paper Award; Two Journal Articles and One Conference; 2021
    Hajee Mohammad Danesh Science and Technology University (HSTU), Dinajpur-5200, Bangladesh
  4. HSC; 2014
    Carmichael College, Rangpur, Bangladesh
  5. SSC, 2012
    Gangachara Model Goverment High School, Rangpur, Bangladesh
  • PROFESSIONAL EXPERIENCES
  1. Graduate Research Teaching Fellow
    School of Information Technology, Deakin University, Melbourne, Australia.
    March, 2025 to Present
  2. Casual Academic (Teaching) Staff,
    School of Information Technology, Deakin University, Melbourne, Australia.
    July, 2023 to October, 2024
  3. Casual Research Assistant
    Centre for Regional and Rural Futures, Faculty of Science, Engineering and Build Environment, Deakin University, Melbourne, Victoria, 3175, Australia
    July 2024 to December 2024
  4. Casual Research Assistant
    Deakin Business School, Deakin University, Melbourne, Australia
    October 2023 to November 2023
  5. Former Lecturer
    Department of Computer Science and Engineering at University of Creative Technology Chittagong, Bangladesh.
    August 2021 to December, 2022
  • PUBLICATIONS

Journal Papers

  1. Md Rashedul Islam, Yong Xiang, Md Palash Uddin, Yao Zhao, Jonathan Kua, and Longxiang Gao, “Multiple Edge Data Integrity Verification with Multi‑Vendors and Multi‑Servers in Mobile Edge Computing”, IEEE Transactions on Mobile Computing (IF = 7.7, Q1, A*), 2025.
     Read More
  2. Anwar Hossain Efat, S. M. Mahedy Hasan, Md Palash Uddin, and  Faysal Hossain Emon, “ Inverse Gini Indexed Averaging: A Multi-Levelled Ensemble Approach for Skin Lesion Classification Using Attention-Integrated Customized ResNet Variants”, Digital Health (IF = 3.9, Q2), 2024 (In Press).
  3. Mohammad Sakif Alam, Anwar Hossain Efat, S. M. Mahedy Hasan, and Md Palash Uddin, “Refining Breast Cancer Classification: Customized Attention Integration Approaches with Dense and Residual Networks for Enhanced Detection”, Digital Health (IF = 3.9, Q2), 2024.
     Read More
  4. Md Palash Uddin, Yong Xiang, Yao Zhao, Mumtaz Ali, Yushu Zhang, and Longxiang Gao, “Adaptive Regularization and Resilient Estimation in Federated Learning”, IEEE Transactions on Services Computing (IF = 5.5, Q1, A*), 17(4): 1369 – 1381, 2023.
     Read More
  5. Md Palash Uddin, Yong Xiang, Xuequan Lu, John Yearwood, and Longxiang Gao, “Adaptive and Robust Federated Learning”, IEEE Transactions on Mobile Computing (IF = 7.7, Q1, A*), 25(5): 5401 – 5417, 2023.
     Read More
  6. Muhammad Imran Sharif, Mehwish Mehmood, Md Palash Uddin, and Anwaar Ulhaq,” Federated Learning for Medical Imaging: A Survey”, Journal of Computer Science (SJR IF= 0.2, Q4), 2024 (Accepted).
  7. Mahmudul Hasan, Md. Fazle Rabbi, Md. Nahid Sultan, Adiba Mahjabin Nitu, and Md Palash Uddin, “A Novel Data Balancing Technique via Resampling Majority and Minority Classes Toward Effective Classification”, TELKOMNIKA (Telecommunication Computing Electronics and Control) (SJR IF= 0.26, Q3), 21(6), 2023.
     Read More
  8. Meer Hazar Khan, Muhammad Imran Sharif, Mehwish Mehmood, Fernaz Narin Nur, Md Palash Uddin, Zahid Akhtar, “Enhancing Semantic Web Retrieval Through Ontology‑Driven Feature Extraction: A Novel Proposition”, Journal of Computer Science (SJR IF= 0.2, Q4), 20(5): 487‑494, 2024.
     Read More
  9. Md. Rashedul Islam, Adiba Mahjabin Nitu, Md. Abdulla Al Mamun, Md. Abu Marjan, Md Palash Uddin, and Masud Ibn Afjal, “An Educational Data Mining System for Predicting Students’ Programming Performance”, Journal of Information Hiding and Multimedia Signal Processing (SJR IF= 0.4, Q3), 14(3), 2023.
     Read More
  10. Yao Zhao, Youyang Qu, Yong Xiang, Feifei Chen, Md Palash Uddin, and Longxiang Gao, “Winning at the Starting Line: Unreliable Data Replica Selection for Edge Data Integrity Verification”, IEEE Transactions on Services Computing (IF =5.5, Q1, A*), 2024.
     Read More
  • Awards and SCHOLARSHIPS
  1. Best Paper Award 2017 (In MSc Tenure)
    Funded by: IEEE 5th Region 10 Humanitarian Technology Conference, Bangladesh
  2. Best Paper Award 2018 (In MSc Tenure)
    Funded by: IEEE International Conference on Advancement in Electrical and Electronic Engineering, Bangladesh
  3. Best Presentation Award (In PhD Tenure)
    Funded by: 2020 Annual Conference of School of IT, Deakin University, Australia
  4. Most Progressed Award (In PhD Tenure)
    Funded by: 2021 Annual Conference of School of IT, Deakin University, Australia
  5. Student Excellence Postgraduate Research Award (In PhD Tenure)
    Funded by: School of IT, Deakin University, Australia
  6. IETE M N Saha Memorial Best Paper Award 2022 (In PhD Tenure)
    Funded by: Institution of Electronics and Telecommunication Engineers (IETE), India
  7. Deakin University Postgraduate Research Scholarship (DUPRS) for PhD Study
    Funded by: Deakin University, Melbourne, Australia (2019-2022)
  8. Prime Minister Gold Medal, 2013 (In BSc Tenure)
    Funded by: UGC, Bangladesh
  9. CSE Dean’s List Award (For each of the first 3 BSc academic years)
    Funded by: HSTU, Dinajpur, Bangladesh
  10. Honorary place (In BSc Tenure)
    Funded by: 2009 Ahsanullah University of Science and Technology IUPC, Bangladesh
  • PROJECTS
  1. Capability enrichment of existing wired and wireless network infrastructure at HSTU campus

    Funded by: The World Bank and UGC Bangladesh

    Position: Member, Sub-Project Management Team (SPMT)

    Description: Higher Education Quality Enhancement Project (HEQEP) No. CPSF-2254 (Window-3) was of 50 lac Bangladesh Taka (BDT) (USD 58,600) to enrich the capability of the existing wired and wireless network infrastructures at the HSTU campus, Dinajpur, Bangladesh.

  • SOCIAL NETWORK
  1. ResearchGate Profile

    URL: https://www.researchgate.net

  2. Google Scholar Profile

    URL: https://scholar.google.com.au/citations?user=TRKmJkEAAAAJ&hl=en

  3. LinkedIn

    URL: https://www.linkedin.com