Ramandeep Singh

Lovely Professional University, Indian Institute of Technology Hyderabad

Papers

Total Citations

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About

Ramandeep Singh is a pioneering researcher at the intersection of agricultural technology and artificial intelligence, with a primary focus on farm mechanization and intelligent robotic systems. His most impactful work, "Metaheuristic and Machine Learning-Based Smart Engine for Renting and Sharing of Agriculture Equipment" (2021), has garnered 63 citations by addressing the critical challenge of technology adoption among farmers through an innovative sharing economy model. This research bridges the gap between hesitant farmers and modern agricultural robotics, offering practical solutions for equipment accessibility. Singh’s survey on farm mechanization through Custom Hiring Centres in Punjab (2022) provides essential empirical insights into regional agricultural practices. Most recently, his groundbreaking work "AdaptBot" (2025) demonstrates his forward-thinking approach by combining Large Language Models with knowledge graphs and human input for dynamic task decomposition—a significant advancement in embodied AI that enables agents to perform novel tasks without extensive retraining. Through his diverse portfolio spanning machine learning applications in agriculture to cutting-edge LLM integration, Singh consistently demonstrates how computational intelligence can solve real-world problems, making him a notable figure in both agricultural technology and artificial intelligence research.