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Dr. Shoaib Ehsan is an Associate Professor in the Agents, Interaction Complexity Research Group at the University of Southampton. He completed his PhD in Computing Electronic Systems at the University of Essex in 2012. Dr. Ehsan holds a BSc in Electrical Engineering from the University of Engineering and Technology, Taxila, Pakistan, obtained in 2003. He is a distinguished researcher who has received several accolades, including the British Machine Vision Association's Sullivan Doctoral Thesis Prize in 2013 and the Royal Academy of Engineering's recognition as a 'Researcher of Exceptional Promise' in 2014. A Senior Member of IEEE, Dr. Ehsan has contributed significantly to various EPSRC, ESRC, and EU projects, specializing in computer vision, embedded systems, robotics, and artificial intelligence. His current research focuses on Visual Place Recognition (VPR) and its implications for autonomous systems, emphasizing the challenges associated with recognition under varying conditions.