Hossein Parineh, a final-year PhD candidate at the University of Melbourne, researches developing state-of-the-art acoustic traffic monitoring sensors. He bridges engineering and AI to drive innovation in urban mobility solutions. With an academic background in electronics engineering and artificial intelligence, he has over a decade of hands-on experience in applying these disciplines to intelligent transportation systems. His research focuses on developing advanced artificial intelligence models applied to audio signal processing and their integration with SCATS. He is committed to moving towards safer and more efficient transportation systems through his interdisciplinary research.