Research
My research sits at the intersection of optical wireless communications, artificial intelligence, and Internet of Things. I develop intelligent systems that bridge VLC and RF networks, leverage multi-agent AI for precision agriculture, and explore quantum-safe security for next-generation IoT. Below are my active research areas.
VLC/WiFi Hybrid Networks
Designing intelligent management systems for seamless integration of Visible Light Communication with Radio Frequency networks, enabling high-speed indoor connectivity in smart environments.
AI Agentic Systems & MARL
Building autonomous multi-agent reinforcement learning platforms for precision farming — where AI agents collaboratively make real-time decisions on irrigation, pest control, and resource allocation.
Quantum-Safe IoT Security
Exploring post-quantum cryptography and quantum key distribution protocols to protect IoT networks against future quantum computing threats, with applications in critical infrastructure.
Smart Agriculture IoT
Developing IoT sensor networks and AI-powered decision support systems for sustainable farming, combining environmental monitoring with predictive analytics for crop management.
Edge AI & Federated Learning for 6G
Deploying decentralized machine learning models directly on edge devices to preserve data privacy and reduce latency in next-generation 6G and IoT networks.
Digital Twin for Hybrid VLC/RF
Creating high-fidelity virtual replicas of hybrid Visible Light Communication and Radio Frequency networks to optimize resource allocation, predict performance, and enable intelligent real-time management.
Funded Projects
- ENLIGHT’EM — EU H2020 Marie Skłodowska-Curie ITN (Grant No. 814215)
Designing and evaluating energy-efficient intelligence for hybrid networks. - CORNET — Critical Operations over Regular Networks — University of Oulu, Finland
Researcher, Spectrum Sharing Techniques in 4G Networks (May 2018 – Feb 2019)
Led research on cutting-edge spectrum sharing technologies for efficient wireless spectrum utilization. Conducted analysis of emerging standards and protocols for next-generation critical communication systems.
Key Collaborations
- ACM MobiCom / IMDEA Networks Institute — Madrid, Spain
- Toshiba Research Europe Limited — Bristol, UK
- VTT Technical Research Centre — Oulu, Finland
- Ford Otosan R&D — Istanbul, Turkey
- University of Palermo — Palermo, Italy
Interested in Collaboration?
I'm always looking for research partners in VLC, AI for IoT, and quantum-safe security. If our interests align, let's connect!
Get in Touch