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

Data Analytics; Machine Learning; Simulation; Optimisation

Education/Academic qualification

PhD, An Integrated Framework for Staffing and Shift Scheduling in Hospitals, Dublin Institute of Technology

1 Feb 20131 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 199830 Jun 2002

Award Date: 1 Aug 2002

External positions

IT Manager, Motor Care Egypt MCE

1 Aug 200820 Dec 2012

Information Tech. Manager, Beclo Co.

1 Jul 200730 Jul 2008

Lecturer Assistant, Cairo University

1 Apr 200420 Dec 2012

Keywords

  • QA76 Computer software
  • Predictive Data Analytics
  • Machine Learning and AI
  • XAI
  • Simulation and Optiomisation
  • Operations Research

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