Global warming and climate change pose severe challenges to the coastal region of Bangladesh, particularly Kutubdia Island, where cyclones and saline intrusion damage critical social infrastructure. The conventional use of Reinforced Concrete (RCC) structures is unsustainable in saline environments due to chloride-induced corrosion and a high carbon footprint. This research proposes the use of Glued Laminated Timber (GLULAM) for resilient social architecture, specifically Emergency Disaster Shelters. The research applies extreme cyclone loading scenarios, derived from maximum wind velocity and cyclone hazard studies, using Karamba3D and SAP 2000 to evaluate the performance of GLULAM structures. Seismic and wind pressure parameters are obtained from the Bangladesh National Building Code (BNBC) 2020. Structural analysis is supplemented by Abaqus Finite Element Analysis (FEA) to assess bond integrity under extreme stresses. This research contributes to sustainable development goals by offering a lower carbon alternative to RCC, with enhanced resilience in coastal environments. The key findings show that GLULAM structures meet regulatory standards and perform well under simulated disaster conditions. By integrating local carpentry crafting knowledge and advanced computational techniques, it highlights the potential of robust structures using materials like GLULAM in architectural design that ensure both resilience and environmental sustainability.