The "Development of a personal voice assistant for real-time task execution" project aims to develop a Python-based voice assistant utilizing language processing and speech recognition technologies. It is designed to enhance user productivity by performing tasks, retrieving information, and opening applications through voice commands, offering a seamless and efficient experience.