Personal profile
Biography
Dr. Muhammad Sohaib Ayub is a Postdoctoral Researcher at the University of Galway, Ireland. He completed his PhD in Computer Science at Lahore University of Management Sciences (LUMS), where his research centered on data-driven approaches for context-aware sports performance assessment and web energy optimization. His research interests encompass data analytics, data spaces, machine learning and natural language processing. His research portfolio spans several areas, including sports data analytics, web optimization, wireless sensor networks, and machine learning applications in diverse fields such as Arabic OCR, biological data, and legal case prediction.
In addition to his research, Dr. Ayub has extensive teaching experience, having instructed various undergraduate courses at LUMS and FAST-NU and taught data structures, computational problem-solving, operating system and advanced programming. He co-advised numerous senior-year projects at LUMS where he incorporated hands-on learning and project management methodology. Dr. Ayub has been actively involved in several community services and academic organizations, reviewing journal papers, serving on program committees for international conferences, and contributing to workshops in cloud computing and high-performance computing. His academic contributions have been recognized through various awards, including travel grants and research funding.
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 7 Affordable and Clean Energy -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 15 Life on Land
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Collaborations and top research areas from the last five years
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CAMP: A context-aware cricket players performance metric
Ayub, M. S., Ullah, N., Ali, S., Khan, I. U., Awais, M. M., Khan, M. A. & Faizullah, S., 2024, In: Journal Of The Operational Research Society.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
1 Citation (Scopus) -
A Survey of OCR in Arabic Language: Applications, Techniques, and Challenges
Faizullah, S., Ayub, M. S., Hussain, S. & Khan, M. A., Apr 2023, In: Applied Sciences (Switzerland). 13, 7, 4584.Research output: Contribution to a Journal (Peer & Non Peer) › Review article › peer-review
Open Access62 Citations (Scopus) -
Experience Report: Verifying MPI Java Programs Using Software Model Checking
Ayub, M. S., Rehman, W. U. & Siddiqui, J. H., 14 Nov 2017, Proceedings - 2017 IEEE 28th International Symposium on Software Reliability Engineering, ISSRE 2017. IEEE Computer Society, p. 294-304 11 p. 8109095. (Proceedings - International Symposium on Software Reliability Engineering, ISSRE; vol. 2017-October).Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review
2 Citations (Scopus) -
Poster: Efficiently finding minimal failing input in MapReduce programs
Ayub, M. S. & Siddiqui, J. H., 27 May 2018, Proceedings - International Conference on Software Engineering. IEEE Computer Society, p. 177-178 2 p. (Proceedings - International Conference on Software Engineering).Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review
2 Citations (Scopus) -
Towards Unveiling the Potential of Fuzzy Values as Features: A Comparative Study in Cybercrime Text Analysis
Ullah, F., Ayub, M. S., Faheem, A., Awais, M. M. & Karim, A., 2026, Neural Information Processing - 31st International Conference, ICONIP 2024, Proceedings. Mahmud, M., Doborjeh, M., Doborjeh, Z., Wong, K., Leung, A. C. S. & Tanveer, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 376-387 12 p. (Communications in Computer and Information Science; vol. 2297 CCIS).Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review