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Holly MacDonald is an experienced GIS Production Manager at SoilOptix Inc since January 2018, where responsibilities include supervising the data processing team, forecasting data needs, and supporting research projects. Proficiencies encompass the preparation of graphic reports, development of GIS software regimes using QGIS, compiling spatial datasets, and statistical modeling in R and Python. Prior experience includes working as a Production Control - Export Documentation Clerk at Saint-Gobain Abrasives and a Project Manager at the Ontario Ministry of Agriculture, Food and Rural Affairs. Holly holds a Graduate Certificate in GIS - Geospatial Management from Niagara College and a Bachelor’s Degree in Physical Geography from Brock University.