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Siraj Munir is an experienced AI Research Engineer at AiGot since May 2024, focusing on developing smart services and applications. As a Doctoral Student at the University of Urbino since January 2022, Siraj is engaged in defining novel methodologies for smart systems. Siraj serves as the CEO of Nerd's Lab- KHI, a tech startup, and has been a freelance programmer since January 2016, specializing in web and data-driven applications. Prior academic roles include lecturer positions at various institutions, including Mohammad Ali Jinnah University and PAF-Karachi Institute of Economics & Technology. Siraj holds a PhD in Computer Science from Università degli Studi di Urbino Carlo Bo, an MS in Computer Science from Muhammad Ali Jinnah University, and a BS from Indus University Karachi. Additional educational background includes a high school diploma in engineering and matriculation in science.