The SPARC Workshop on AI-Driven UAV Systems and Networks, organized as part of CNSD 2026 at the Indian Institute of Science Education and Research (IISER) Thiruvananthapuram, focuses on the latest advancements in intelligent unmanned aerial systems and next-generation wireless networks. The workshop explores the integration of Artificial Intelligence (AI) with UAVs for autonomous navigation, intelligent decision-making, and efficient communication. It covers emerging topics including UAV-assisted 5G/6G communications, non-terrestrial networks (NTNs), multi-UAV coordination and edge intelligence,. Participants will benefit from expert talks, technical discussions, and opportunities to engage with leading researchers and industry professionals.