M S Sahana

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About

Dr. M S Sahana is a pioneering researcher at the intersection of robotics and affective computing, whose work bridges the gap between autonomous systems and human-centered artificial intelligence. Her foundational research in swarm intelligence has significantly advanced the field of obstacle avoidance, where she developed cost-effective, adaptive robotic systems capable of dynamically responding to changing environments. Her seminal 2017 paper on this topic, which has garnered 30 citations, remains a key reference for engineers designing robust, real-world navigation solutions for human-robot collaboration and object detection in hazardous environments. More recently, Dr. Sahana has broken new ground in emotion recognition with her innovative EmoCNN framework. Her 2024 publication introduces a customized convolutional neural network that systematically explores various optimizers to enhance the accuracy of human emotion classification. This work represents a critical step toward more intuitive computer-human interaction, promising to transform applications from mental health monitoring to adaptive user interfaces. By combining practical robotics with deep learning for emotional intelligence, Dr. Sahana is shaping a future where machines not only navigate our world but understand the people within it.