Pawan Whig is an accomplished researcher and academic leader with extensive expertise in VLSI Design, Artificial Intelligence (AI), and Machine Learning (ML). He holds a Doctorate from Jamia Millia Islamia, New Delhi, where his research focused on cutting-edge technological advancements. He also earned a B.Tech in Electronics and Communication Engineering in 2005 and an M.Tech in VLSI in 2008, building a strong foundation for his work in these fields. Dr. Whig currently serves as the Country Head at Threws and is a Research Consultant specializing in Machine Learning. He is also an IEEE Lifetime Member and has made significant contributions to the academic community, including serving as the Dean of Research at VIPS-T. He is Google Certified in Digital Marketing, reflecting his commitment to integrating technological advancements with practical applications. With over 20 years of experience in IT, Dr. Whig has contributed to numerous research projects and publications. He has published over 150 articles in national and international journals and is actively involved as a reviewer for various international journals. His research interests span AI, ML, Analog Signal Processing, Sensor Modeling, and Water Quality Monitoring Applications, with a focus on Simulation and Design. In addition to his research contributions, Dr. Whig is an active member of several professional organizations, including the International Association of Engineers (Hong Kong), ISTE, IEEE, IEI, and the Computer Society of India (CSI). His academic contributions have helped shape the field of AI and ML, and he continues to inspire future generations of engineers and researchers. [Editor]