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STW User

@stwuser

I build revenue forecasts and BI dashboards that improve commercial, inventory, and pricing decisions.

Canada
Message

At SAXX, I built and own the ecommerce revenue forecasting model, reducing forecast error from 20% to 10% across D2C and Shopify channels. I serve as the company-wide reference point for revenue and gross margin performance, translating commercial data into promotional, pricing, and inventory decisions.

I've led Retail Analytics migration to Power BI, automated reporting workflows with VBA and Claude, and delivered live sales dashboards for Sales Directors. Previously, I built reporting dashboards at Simon Fraser University and supported cloud-platform hardware forecasting and analytics at SAP.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

University of British Columbia logoUC

University of British Columbia

Bachelor of Commerce, Business Technology Management and Marketing

2013 - 2019

Bachelor of Commerce with a double major in Business Technology Management and Marketing from the Sauder School of Business at the University of British Columbia.

Tech stack

Software and tools used professionally

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