Architectural researcher and computational designer investigating the cognitive and algorithmic dimensions of the built environment. Bridging AI-augmented pedagogy, heritage morphology, and spatial perception.
Algorithmic workflows auditing heritage typologies. Extracting mathematical logic and adaptive pattern languages from historical architectures to understand structural endurance and spatial configuration within the Islamic periphery.
Integrating ethnographic fieldwork with behavioral mapping to quantify how human subjects navigate complex urban spaces. Bridging design with environmental psychology to measure spatial syntax impact.
Integrating machine learning (YOLOv8, diffusion) into pedagogy. Moving beyond image generation toward rigorous form-finding, spatial analysis, and augmented urban data extraction.
Design Trust Grant (2025). A funded archival research project extracting and documenting historical urban facades through digital instrumentation.
Upcoming Volume. Examining the structural shifts in commercial and institutional design education driven by generative artificial intelligence.