Personal profile
Professional Information
Wael Rashwan is a Lecturer in Data Analytics at Technological University Dublin (TU Dublin) with over 15 years of experience in data analytics, optimization and machine learning. He holds a PhD in Operations Research and Optimization from TU Dublin and first-honour degrees in computer science, and M.Sc. in Operations Research from Cairo University, Egypt. Wael has a wide range of experience in both academia and industry, having managed and led data analytics projects as a Principal Investigator at the EI/IDA-funded CeADAR Centre for applied data analytics and AI. He is a researcher and leader at 3S Group, TU Dublin, heading the healthcare analytics track, directing analytics projects and leading collaboration with industry partners. Also, he is a Principal Investigator at Explainable AI Group (XAG), responsible for leading and managing the research projects and activities carried out by the group, obtaining funding and disseminating findings. He is particularly interested in developing solutions and theories to support and address decision-making in uncertain and complex environments using his research areas, particularly machine learning, predictive/prescriptive modelling, explainable AI, simulation/optimization, and healthcare. Wael is also actively working on various business and industry projects to improve operations and increase efficiency. He is also actively publishing papers in these areas in top-tier journals and conferences, showing the impact of his research in the field.
Current research focuses:
machine learning, predictive/prescriptive modelling, explainable AI, simulation/optimization, and healthcare
Research Interests
Education/Academic qualification
PhD, An Integrated Framework for Staffing and Shift Scheduling in Hospitals, Dublin Institute of Technology
1 Feb 2013 → 1 Jul 2017
Award Date: 7 Nov 2017
Master, Exploring the Collective Intelligence based multiagent Reinforcement learning for packet routing problem, Cairo University
Award Date: 1 Sep 2009
BcS in Computer Science and Operations Research, Cairo University
1 Sep 1998 → 30 Jun 2002
Award Date: 1 Aug 2002
External positions
IT Manager, Motor Care Egypt MCE
1 Aug 2008 → 20 Dec 2012
Information Tech. Manager, Beclo Co.
1 Jul 2007 → 30 Jul 2008
Lecturer Assistant, Cairo University
1 Apr 2004 → 20 Dec 2012
Keywords
- QA76 Computer software
- Predictive Data Analytics
- Machine Learning and AI
- XAI
- Simulation and Optiomisation
- Operations Research
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Collaborations and top research areas from the last five years
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Explainability in Action: A Metric-Driven Assessment of Five XAI Methods for Healthcare Tabular Models
Qureshi, M. A., Noor, A. A., Manzoor, A., Qureshi, M. D. M., Younus, A. & Rashwan, W., 21 May 2025Research output: Other contribution
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Exploring the impact of gamification on employee training and development: a comprehensive literature review
Uwakwe Udeh, S. O., Tobail, A., Crowe, J. & Rashwan, W., 15 Dec 2025, In: Journal of Workplace Learning. 37, 9, p. 206-224 19 p.Research output: Contribution to journal › Review article › peer-review
Open Access -
Geoeconomic and Geopolitical Challenges and the Future of Education
Morales, L., Rashwan, W., Madi, I., Zherdeva, A., DA ROCHA, O. R., Kamphambale, D., Alzankawi, A., Pop, L., Coetzer, J. H., Peev, I. & Gulmez, M., 17 Feb 2025, Geoeconomics of the Sustainable Development Goals. Taylor and Francis Ltd., p. 187-214 28 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Geoeconomic and Geopolitical Challenges and the Future of Education
Morales, L., Rashwan, W., Madi, I., Zherdeva, A., da Rocha, O. R., Kamphambale, D., Alzankawi, A., Pop, L., Coetzer, J.-H., Peev, I. & Gulmez, M., 17 Feb 2025, Geoeconomic and Geopolitical Challenges and the Future of Education.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Unveiling Explainable AI in Healthcare: Current Trends, Challenges, and Future Directions
Noor, A. A., Manzoor, A., Mazhar Qureshi, M. D., Qureshi, M. A. & Rashwan, W., Jun 2025, In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 15, 2, e70018.Research output: Contribution to journal › Article › peer-review
Open AccessFile
Prizes
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Alan Moon Prize for best overall paper (2023)
McQuillan, D. (Recipient), Garavan, T. (Recipient), Rashwan, W. (Recipient), Sweeney, L. (Recipient) & Nolan, C. (Recipient), 9 Jun 2023
Prize