‪I am a PhD researcher at the FAIR Spoke 10 project at Perceive Lab, specializing in neuro-inspired approaches for incremental learning. My work focuses on designing adaptive neural architectures that enhance security, efficiency, and dynamic task adaptation in decentralized AI. By addressing challenges like catastrophic forgetting, I aim to improve sequential task learning while upholding ethical AI principles and responsible data governances