Research Associate
AGRG, Nova Scotia Community College
Feb 2026 - Present
- TreeAIbox implementation: Refactored the deep learning framework into a standalone Python executable for robust instance segmentation of LiDAR point clouds, isolating merchantable trunks and enabling large-scale batch processing.
- Advanced forestry analytics: Developed a custom Volumetric Analysis Tool utilizing circle-fitting algorithms to calculate highly precise timber volumes from segmented tree data, achieving processing speeds of 125 trees per minute.
- Flood elevation modeling: Developed a custom Flood Query Toolbox utilizing Python and ArcPy to sample DEM and flood depth rasters, automating building elevation calculations for municipal floodplain management.