As a Master of Forestry student at the University of New Brunswick, my research focuses on developing integrated frameworks to assess forest structural complexity through multi-indicator systems and spatial modeling. Proficient in leveraging GIS tools (particularly ArcGIS Pro) for spatial data synthesis, I employ remote sensing metrics, field surveys, and ecological indices to construct spatially explicit models. This approach enables the mapping and diagnostic analysis of forest conditions, supporting data-driven management strategies. My work emphasizes the application of spatial analytics to enhance the interpretation of ecological mechanisms, bridging quantitative analysis with practical forestry solutions.