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Dear Hiring Manager,

I am writing to express my strong interest in the Data Analyst position at Shopify in Toronto. With a Master's degree in Applied Mathematics from École Polytechnique and two years of experience in data-driven decision making, I am confident in my ability to contribute to your analytics team.

During my role at BNP Paribas, I developed automated dashboards using Python and SQL that reduced reporting time by 40%. I also led a cross-functional project leveraging machine learning models to predict customer churn, resulting in a 15% improvement in retention rates.

I am particularly drawn to Shopify's mission of empowering entrepreneurs worldwide. The opportunity to work in Canada's tech ecosystem aligns perfectly with my goal of building an international career in data science.

I would welcome the opportunity to discuss how my skills and experience can benefit your team. Thank you for your consideration.