Supported development and management of an environmental monitoring platform. Coordinated student team, processed and integrated environmental data, developed Python workflows, and assisted in research and monitoring.

Led student team for environmental monitoring platform. Developed Python workflows for geospatial data analysis and supported scientific writing.

Reviewed literature, performed laboratory work on plant frost hardiness, extracted and analyzed satellite data, and created spatial analysis maps using ArcGIS Pro and QGIS.

Conducted literature review and remote sensing data analysis using Python, GEE, and GIS for DREAM project.

Reviewed road safety literature, collaborated with Canadian partners, integrated web resources, and prepared statistical surveys for professionals.

Participated in MITACS project on road safety technologies, collaborated with CARSP, prepared surveys, and conducted statistical analysis.