The pursuit of innovation is a crucial aspect of the computer science and engineering (CSE) field. As such, final year students must be equipped with compelling project ideas that can unleash their creativity and problem-solving skills. These ideas should be relevant to current industry trends and address real-world problems. Some potential project ideas include developing a machine learning algorithm for fraud detection, creating a mobile app for remote healthcare monitoring, or designing a blockchain-based supply chain management system.