On 14th May 2025, Mr. Pankaj Kumar Rout had the privilege of presenting a Quality Improvement Programme (QIP) session on the topic “Artificial Intelligence in Drug Discovery” in the presence of our respected Principal and esteemed faculty members. The session delved into the transformative potential of AI in revolutionizing traditional drug discovery methods, making them faster, more accurate, and cost-effective. It highlighted how emerging technologies are shaping the future of pharmaceutical research and provided valuable insights for both teaching and learning enhancement within the academic framework.