As the demand for real-time decision making and reduced latency grows, executing artificial intelligence (AI) models directly on edge devices has become increasingly crucial. This shift to distributed processing presents unique challenges, particularly regarding power requirements. Battery-operated edge AI solutions are emerging as a viable approac