Pranali Adhikari

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About

Pranali Adhikari is a researcher at the intersection of robotics, artificial intelligence, and safety engineering, best known for pioneering work in autonomous firefighting systems. Her most influential contribution is the development of a "Firefighting robot with deep learning and machine vision," a project that has garnered over 44 combined citations across its 2020 and 2021 publications. This work integrates convolutional neural networks with real-time visual perception, enabling robots to autonomously detect and suppress flames in hazardous environments—reducing human risk in emergency response. By fusing deep learning algorithms with machine vision, Adhikari’s system achieves high accuracy in identifying fire sources amid smoke and debris, a critical advancement over traditional sensor-based approaches. Her research has practical implications for industrial safety, smart city infrastructure, and disaster management. Adhikari’s contributions stand out for their applied focus, bridging theoretical AI with tangible, life-saving technology. Her work continues to inspire further innovation in autonomous emergency robotics, positioning her as a notable voice in the growing field of AI-driven safety systems.