Embedded systems are specialized computing platforms built into larger systems to perform dedicated tasks, often under real-time constraints. Our research centers on designing energy-efficient, intelligent, and reliable embedded solutions for diverse applications. Embedded systems are specialized computing platforms built into larger systems to perform dedicated tasks, often under real-time constraints. Our research centers on designing energy-efficient, intelligent, and reliable embedded solutions for diverse applications.