Assistant Professor of Computer Engineering
Bogazici University, 34342, Bebek, Istanbul, Turkiye
Advancing research in Artificial Intelligence, Distributed Systems, Edge Computing, Internet of Things, and Cloud Computing
I am an Assistant Professor in the Department of Computer Engineering at Boğaziçi University. I received my Ph.D. in Computer Science from Queen Mary University of London, where I worked on AI-driven architectures for scalable and secure computing systems. My work focuses on Edge and Cloud Computing, Artificial Intelligence, Large Language Models (LLMs), and Cybersecurity. I aim to design intelligent, privacy-aware, and energy-efficient solutions that address emerging challenges in IoT and smart systems. I actively collaborate with industry and academia to build bridges between theoretical innovation and real-world application.
Şişecam, Bursa, Türkiye
Queen Mary University of London, UK
Queen Mary University of London, UK
Distinction, GPA: 4.0/4.0
Uludağ University, Bursa, Türkiye
Honours
Awarded "Demonstrator of the Year" for excellence in teaching and student engagement during Ph.D. tenure at QMUL.
Reviewed 17 manuscripts in 2024, maintaining high academic standards as a dedicated peer reviewer.
Awarded for outstanding contribution as a peer reviewer, recognizing service and commitment to research quality in the IoT field.
Reviewed 11 manuscripts throughout 2023, contributing to the scientific evaluation of next-generation telecommunications technologies.
Recognized for the paper "BlockchainBus: A lightweight framework for secure virtual machine migration in cloud federations using blockchain", selected as one of the most cited articles of 2022–2023.
In an exclusive interview with TRT News, Dr. Muhammed Göleç shared his views on the engineering approach in the defense industry, AI-supported technologies, and academia-industry collaboration.
IEEE Access, Volume 13: 2025
Expected to be deployed in the early 2030s, sixth-generation (6G) wireless networks, with their high speed and integration with cutting-edge technology such as intelligent edge computing...
Kuwait Journal of Science - Elsevier, Volume 53, Issue 1, January 2026, 100490
This paper presents a new two-stage model CRAXNet for corporate credit rating...
IEEE Transactions on Parallel and Distributed Systems, VOL. 36, NO. 11, NOVEMBER 2025
Containerized Edge computing offers lightweight, reliable, and quick solutions to latency-critical Machine Learning (ML) and Deep Learning (DL) applications. Existing solutions considering multiple Quality of Service (QoS) parameters either overlook the intricate relation of QoS parameters or pose significant scheduling overheads...
IEEE Access, Volume: 13, 05 AUGUST 2025
Sixth Generation (6G) wireless networks, which are expected to be deployed in the 2030s, have already created great excitement in academia and the private sector with their extremely high communication speed and low latency rates...
Quantum Computing, Morgan Kaufmann, 2025
Quantum computing’s current capacity to efficiently tackle complex problems exceeds that of traditional methods, as demonstrated by its use in optimization and artificial intelligence. This chapter explains the concept of quantum computing, along with its differences from traditional computing...
Cluster Computing - Springer , Volume 28, article number 18, (2025)
Edge Artificial Intelligence (AI) incorporates a network of interconnected systems and devices that receive, cache, process, and analyse data in close communication with the location where the data is captured with AI technology. Recent advancements in AI efficiency, the widespread use of Internet of Things (IoT) devices, and the emergence of edge computing have unlocked the enormous scope of Edge AI...
I am currently looking for motivated MSc and PhD students to join my research group at the Department of Computer Engineering, Bogazici University. I am always interested in discussing research collaborations, potential projects, or academic opportunities.
Bogazici University, Department of Computer Engineering
Room: BM-16C, 34342, Bebek, Istanbul, Turkiye
Phone: 0212 359 7242
Tuesday & Thursday: 10:00 – 12:00
Online meetings available by request
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📍 My Office: Computer Engineering Department, Room BM-16C
🏛️ Campus: Kuzey Kampüs (North Campus)