Research output per year
Research output per year
Postdoctoral Researcher
Research activity per year
Ahmed Abdelreheem is a Postdoctoral Researcher at the CONNECT Research Centre, School of Computer Science & Information Technology, University College Cork, where he works under the supervision of Dr. Ahmed Zahran. His research sits at the intersection of artificial intelligence and wireless systems, with a particular focus on deep reinforcement learning for Wi-Fi 7 (IEEE 802.11be) OFDMA scheduling, 6G network optimisation, and GPU-accelerated edge computing for AR/VR applications.
He holds a PhD in Communications Engineering from Aswan University (2019), where his doctoral work on Device-to-Device Communications in mmWave 5G Cellular Networks was recognised with the Best Thesis Award. He also maintains a research affiliation with South Valley University in Egypt, where he previously served in an academic capacity leading graduate research on 5G PHY-layer optimisation, beamforming, and machine learning for wireless systems.
Ahmed brings over a decade of combined academic and industry experience. Before his research career, he spent six years as a Senior RF & Network Systems Engineer at Telecom Egypt (2009–2015), leading nationwide GPON/FTTx broadband deployments, 4G LTE RF acceptance and optimisation, and CDMA core network operations across carrier-grade infrastructure serving millions of subscribers. This industry grounding shapes his current approach: bridging theoretical research and production-grade system implementation, with an emphasis on carrier-ready, deployable solutions.
His current work focuses on designing agentic AI schedulers — including PPO, Deep Sets, and Rainbow DQN architectures — for real-time PHY/MAC decision-making on NVIDIA Jetson and GPU-accelerated platforms, as well as exploring commercialisation pathways for AI-driven Wi-Fi orchestration in industrial robotics and enterprise networking.
lecturer, Qena University
1 Sept 2022 → 1 Feb 2025
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):
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to conference › Paper › peer-review
Research output: Chapter in Book/Report/Conference proceedings › Conference proceeding › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review