Posts by Tags

6G

VLC in 6G Networks: From Laboratory Innovation to Real-World Infrastructure

VLC in 6G Networks: From Laboratory Innovation to Real-World Infrastructure

3 minute read

Published:

As we move closer to the 6G era (expected around 2030), Visible Light Communication (VLC) is evolving from a promising laboratory technology into a core component of next-generation wireless infrastructure. In this post, I share my perspective on where VLC fits in the 6G puzzle — and why hybrid VLC/RF systems are the key to unlocking its potential.

AI

Climate Resilience Through AI: From Forecast to Action

Climate Resilience Through AI: From Forecast to Action

1 minute read

Published:

Climate change poses existential threats to global food security. While AI-powered climate models excel at prediction, a critical gap remains: translating forecasts into farmer actions. Our research addresses this through a complete causal chain from data to validated outcomes.

AI Agents

Multi-Agent Reinforcement Learning for Autonomous Precision Farming

Multi-Agent Reinforcement Learning for Autonomous Precision Farming

1 minute read

Published:

Precision agriculture demands coordinated decision-making across multiple subsystems—irrigation, fertilization, pest control, and energy management. Multi-Agent Reinforcement Learning (MARL) provides an elegant framework for this coordination challenge.

AI Agents in Network Management: The Next Frontier

AI Agents in Network Management: The Next Frontier

1 minute read

Published:

Artificial Intelligence is transforming how we manage and optimize wireless networks. AI agents can make real-time decisions that would be impossible for human operators.

Agentic AI

The Future of Agentic AI in Agriculture: Research Roadmap 2026-2030

The Future of Agentic AI in Agriculture: Research Roadmap 2026-2030

2 minute read

Published:

As we advance our AGRIFARM-AI project, I want to share our research vision for the next five years. The convergence of agentic AI, multi-agent systems, and precision agriculture opens unprecedented opportunities for autonomous food production.

Agricultural AI

Federated Learning for Cross-Border Agricultural Intelligence

Federated Learning for Cross-Border Agricultural Intelligence

1 minute read

Published:

Agricultural data is inherently distributed across farms, regions, and countries. Federated Learning (FL) enables collaborative AI training without centralizing sensitive farm data—a critical requirement for both privacy and sovereignty.

Climate Change

Climate Resilience Through AI: From Forecast to Action

Climate Resilience Through AI: From Forecast to Action

1 minute read

Published:

Climate change poses existential threats to global food security. While AI-powered climate models excel at prediction, a critical gap remains: translating forecasts into farmer actions. Our research addresses this through a complete causal chain from data to validated outcomes.

Cross-Border

Federated Learning for Cross-Border Agricultural Intelligence

Federated Learning for Cross-Border Agricultural Intelligence

1 minute read

Published:

Agricultural data is inherently distributed across farms, regions, and countries. Federated Learning (FL) enables collaborative AI training without centralizing sensitive farm data—a critical requirement for both privacy and sovereignty.

Cryptography

Customer Service

Data Analysis

Decision Support

Climate Resilience Through AI: From Forecast to Action

Climate Resilience Through AI: From Forecast to Action

1 minute read

Published:

Climate change poses existential threats to global food security. While AI-powered climate models excel at prediction, a critical gap remains: translating forecasts into farmer actions. Our research addresses this through a complete causal chain from data to validated outcomes.

Federated Learning

Federated Learning for Cross-Border Agricultural Intelligence

Federated Learning for Cross-Border Agricultural Intelligence

1 minute read

Published:

Agricultural data is inherently distributed across farms, regions, and countries. Federated Learning (FL) enables collaborative AI training without centralizing sensitive farm data—a critical requirement for both privacy and sovereignty.

Future Directions

The Future of Agentic AI in Agriculture: Research Roadmap 2026-2030

The Future of Agentic AI in Agriculture: Research Roadmap 2026-2030

2 minute read

Published:

As we advance our AGRIFARM-AI project, I want to share our research vision for the next five years. The convergence of agentic AI, multi-agent systems, and precision agriculture opens unprecedented opportunities for autonomous food production.

Future of AI

The Open-Source AI Renaissance: Rivaling Proprietary Giants

The Open-Source AI Renaissance: Rivaling Proprietary Giants

1 minute read

Published:

The narrative that “proprietary is better” in Artificial Intelligence is officially dead. By early 2026, the gap between closed-source giants and the open-source community has not just narrowed—it has effectively closed.

Hybrid Networks

VLC in 6G Networks: From Laboratory Innovation to Real-World Infrastructure

VLC in 6G Networks: From Laboratory Innovation to Real-World Infrastructure

3 minute read

Published:

As we move closer to the 6G era (expected around 2030), Visible Light Communication (VLC) is evolving from a promising laboratory technology into a core component of next-generation wireless infrastructure. In this post, I share my perspective on where VLC fits in the 6G puzzle — and why hybrid VLC/RF systems are the key to unlocking its potential.

IMS

Intelligent Management Systems for Smart Greenhouses: From Retail to Agriculture

Intelligent Management Systems for Smart Greenhouses: From Retail to Agriculture

1 minute read

Published:

The transition from retail indoor environments to controlled environment agriculture (CEA) represents a natural evolution for Intelligent Management Systems (IMS). Our research, originally validated at ACM MobiCom 2023 for hybrid VLC/RF networks, is now being adapted for greenhouse agriculture with remarkable potential.

IoT

Intelligent Management Systems for Smart Greenhouses: From Retail to Agriculture

Intelligent Management Systems for Smart Greenhouses: From Retail to Agriculture

1 minute read

Published:

The transition from retail indoor environments to controlled environment agriculture (CEA) represents a natural evolution for Intelligent Management Systems (IMS). Our research, originally validated at ACM MobiCom 2023 for hybrid VLC/RF networks, is now being adapted for greenhouse agriculture with remarkable potential.

LLMs

The Open-Source AI Renaissance: Rivaling Proprietary Giants

The Open-Source AI Renaissance: Rivaling Proprietary Giants

1 minute read

Published:

The narrative that “proprietary is better” in Artificial Intelligence is officially dead. By early 2026, the gap between closed-source giants and the open-source community has not just narrowed—it has effectively closed.

LiFi

VLC in 6G Networks: From Laboratory Innovation to Real-World Infrastructure

VLC in 6G Networks: From Laboratory Innovation to Real-World Infrastructure

3 minute read

Published:

As we move closer to the 6G era (expected around 2030), Visible Light Communication (VLC) is evolving from a promising laboratory technology into a core component of next-generation wireless infrastructure. In this post, I share my perspective on where VLC fits in the 6G puzzle — and why hybrid VLC/RF systems are the key to unlocking its potential.

MARL

Multi-Agent Reinforcement Learning for Autonomous Precision Farming

Multi-Agent Reinforcement Learning for Autonomous Precision Farming

1 minute read

Published:

Precision agriculture demands coordinated decision-making across multiple subsystems—irrigation, fertilization, pest control, and energy management. Multi-Agent Reinforcement Learning (MARL) provides an elegant framework for this coordination challenge.

Machine Learning

The Open-Source AI Renaissance: Rivaling Proprietary Giants

The Open-Source AI Renaissance: Rivaling Proprietary Giants

1 minute read

Published:

The narrative that “proprietary is better” in Artificial Intelligence is officially dead. By early 2026, the gap between closed-source giants and the open-source community has not just narrowed—it has effectively closed.

AI Agents in Network Management: The Next Frontier

AI Agents in Network Management: The Next Frontier

1 minute read

Published:

Artificial Intelligence is transforming how we manage and optimize wireless networks. AI agents can make real-time decisions that would be impossible for human operators.

Network Management

AI Agents in Network Management: The Next Frontier

AI Agents in Network Management: The Next Frontier

1 minute read

Published:

Artificial Intelligence is transforming how we manage and optimize wireless networks. AI agents can make real-time decisions that would be impossible for human operators.

Open Source AI

The Open-Source AI Renaissance: Rivaling Proprietary Giants

The Open-Source AI Renaissance: Rivaling Proprietary Giants

1 minute read

Published:

The narrative that “proprietary is better” in Artificial Intelligence is officially dead. By early 2026, the gap between closed-source giants and the open-source community has not just narrowed—it has effectively closed.

Optical Wireless

VLC in 6G Networks: From Laboratory Innovation to Real-World Infrastructure

VLC in 6G Networks: From Laboratory Innovation to Real-World Infrastructure

3 minute read

Published:

As we move closer to the 6G era (expected around 2030), Visible Light Communication (VLC) is evolving from a promising laboratory technology into a core component of next-generation wireless infrastructure. In this post, I share my perspective on where VLC fits in the 6G puzzle — and why hybrid VLC/RF systems are the key to unlocking its potential.

Post-Quantum Cryptography

Precision Agriculture

Multi-Agent Reinforcement Learning for Autonomous Precision Farming

Multi-Agent Reinforcement Learning for Autonomous Precision Farming

1 minute read

Published:

Precision agriculture demands coordinated decision-making across multiple subsystems—irrigation, fertilization, pest control, and energy management. Multi-Agent Reinforcement Learning (MARL) provides an elegant framework for this coordination challenge.

Privacy

Federated Learning for Cross-Border Agricultural Intelligence

Federated Learning for Cross-Border Agricultural Intelligence

1 minute read

Published:

Agricultural data is inherently distributed across farms, regions, and countries. Federated Learning (FL) enables collaborative AI training without centralizing sensitive farm data—a critical requirement for both privacy and sovereignty.

Python

Quantum

Reinforcement Learning

Multi-Agent Reinforcement Learning for Autonomous Precision Farming

Multi-Agent Reinforcement Learning for Autonomous Precision Farming

1 minute read

Published:

Precision agriculture demands coordinated decision-making across multiple subsystems—irrigation, fertilization, pest control, and energy management. Multi-Agent Reinforcement Learning (MARL) provides an elegant framework for this coordination challenge.

Research Roadmap

The Future of Agentic AI in Agriculture: Research Roadmap 2026-2030

The Future of Agentic AI in Agriculture: Research Roadmap 2026-2030

2 minute read

Published:

As we advance our AGRIFARM-AI project, I want to share our research vision for the next five years. The convergence of agentic AI, multi-agent systems, and precision agriculture opens unprecedented opportunities for autonomous food production.

Security

Smart Agriculture

The Future of Agentic AI in Agriculture: Research Roadmap 2026-2030

The Future of Agentic AI in Agriculture: Research Roadmap 2026-2030

2 minute read

Published:

As we advance our AGRIFARM-AI project, I want to share our research vision for the next five years. The convergence of agentic AI, multi-agent systems, and precision agriculture opens unprecedented opportunities for autonomous food production.

Climate Resilience Through AI: From Forecast to Action

Climate Resilience Through AI: From Forecast to Action

1 minute read

Published:

Climate change poses existential threats to global food security. While AI-powered climate models excel at prediction, a critical gap remains: translating forecasts into farmer actions. Our research addresses this through a complete causal chain from data to validated outcomes.

Intelligent Management Systems for Smart Greenhouses: From Retail to Agriculture

Intelligent Management Systems for Smart Greenhouses: From Retail to Agriculture

1 minute read

Published:

The transition from retail indoor environments to controlled environment agriculture (CEA) represents a natural evolution for Intelligent Management Systems (IMS). Our research, originally validated at ACM MobiCom 2023 for hybrid VLC/RF networks, is now being adapted for greenhouse agriculture with remarkable potential.

Teaching

VLC

VLC in 6G Networks: From Laboratory Innovation to Real-World Infrastructure

VLC in 6G Networks: From Laboratory Innovation to Real-World Infrastructure

3 minute read

Published:

As we move closer to the 6G era (expected around 2030), Visible Light Communication (VLC) is evolving from a promising laboratory technology into a core component of next-generation wireless infrastructure. In this post, I share my perspective on where VLC fits in the 6G puzzle — and why hybrid VLC/RF systems are the key to unlocking its potential.

Intelligent Management Systems for Smart Greenhouses: From Retail to Agriculture

Intelligent Management Systems for Smart Greenhouses: From Retail to Agriculture

1 minute read

Published:

The transition from retail indoor environments to controlled environment agriculture (CEA) represents a natural evolution for Intelligent Management Systems (IMS). Our research, originally validated at ACM MobiCom 2023 for hybrid VLC/RF networks, is now being adapted for greenhouse agriculture with remarkable potential.

Wireless Communication

Wireless Networks