Personal profile
Biography
Seán is a dedicated PhD Researcher in Artificial Intelligence, specialising in Federated Learning (FL). His research aims to develop trustworthy FL frameworks for sensor networks and IoT devices. With a Distinction in both his MSc and PgCert in AI from Ulster University, Seán brings a strong academic foundation to his research.
His prior experience in electronics and software engineering, spanning over a decade, includes working in various teams tasked with developing the next generation of application-specific IoT sensors. This industry experience provides valuable insights into the practical challenges and opportunities in the field of AI and IoT.
Education/Academic qualification
MSc Artificial Intelligence
Award Date: 30 Jun 2023
PgCert Artificial Intelligence
Award Date: 20 May 2021
BEng (Hons) Electronic Systems, University of Portsmouth
Award Date: 18 May 2015
BEng (Hons) Electronic Engineering, Dundalk Institute of Technology
Award Date: 13 Jun 2011
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 11 Sustainable Cities and Communities
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An Embedded Machine Learning Approach to Assist Navigation for People with Visual Impairments
Ó FIthcheallaigh, S. & Cleland, I., 8 Jan 2025, (Published online) Advances in Computational Intelligence Systems: Contributions Presented at the 23rd UK Workshop on Computational Intelligence (UKCI 2024), September 2-4, 2024, Ulster University, Belfast, UK. Zheng, H., Glass, D., Mulvenna, M., Liu, J. & Wang, H. (eds.). Springer Cham, Vol. 1462. p. 157-169 13 p. (Advances in Intelligent Systems and Computing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile37 Downloads (Pure) -
The Potential of Federated Learning in Healthcare Settings
Ó FIthcheallaigh, S., Nugent, C., Liu, J. & Cleland, I., 23 May 2024, (Unpublished). 1 p.Research output: Contribution to conference › Abstract
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Towards A Trustworthy Federated Learning Framework for Constrained Devices
Ó FIthcheallaigh, S., Cleland, I., Nugent, C. & Liu, J., 21 Dec 2024, (Published online) Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024). Bravo, J., Nugent, C. & Cleland, I. (eds.). Springer Cham, Vol. 1212. p. 680-691 12 p. (Lecture Notes in Networks and Systems; vol. 1212, no. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile71 Downloads (Pure)