The International Conference on “Computational Intelligence: Methods, Models, and Real-World Applications” focuses on bringing together researchers, academicians, and industry professionals to discuss recent advancements in computational intelligence. The conference covers innovative methods and models in areas such as artificial intelligence, machine learning, neural networks, deep learning, fuzzy systems, and evolutionary computing, with an emphasis on solving real-world problems across domains like healthcare, smart cities, robotics, finance, and industrial automation. It serves as a platform for knowledge exchange, collaboration, and showcasing emerging trends in intelligent systems and their practical applications.