Ishani Roy is a notable figure in the field of science and technology. She has made significant contributions to research in areas such as artificial intelligence and machine learning. Her work often focuses on developing innovative solutions to complex problems, making her a respected name in her field. In addition to her research, Ishani is also involved in education and mentorship. She actively participates in various workshops and conferences, sharing her knowledge and inspiring the next generation of scientists and engineers. Her dedication to both her work and community has earned her recognition and admiration.