SPSU organized the eighth lecture of its international expert lecture series on April 30, 2024, featuring esteemed speaker Prof. Indranil Sengupta from Florida International University, USA. The lecture titled 'An Optimal Portfolio Analysis and Machine Learning' probed into the intersection of finance and technology, offering insights into leveraging machine learning techniques for portfolio optimization. Prof. Sengupta's expertise highlighted the innovative strategies for navigating the complexities of investment management, showcasing the fusion of traditional financial principles with cutting-edge computational methodologies. The attendees gained valuable perspectives on connecting data-driven approaches to enhance decision-making processes in the realm of portfolio management, underlining the importance of adaptability and innovation in today's dynamic financial landscape. The session was coordinated by Prof. Prasun Chakrabarti, Director, DoRP.