This report evaluates Shopify’s five-year financial performance, competitive environment, internal capabilities, and strategic position. The analysis focuses on the company’s transition from e-commerce software provider to global commerce infrastructure platform and the four connected pressures shaping its next phase: enterprise rebalancing, small and midsize merchant trust, AI-driven commerce, and growing Shopify Capital exposure. The report concludes with three strategic priorities designed to help Shopify capture future growth without weakening the ecosystem that supports the business today.

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RAG-Based API for Scientific Literature Retrieval

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Exploratory analysis and development of a next word prediction model using natural language processing techniques in R. The project includes text preprocessing, n-gram models, and an interactive Shiny application.

Workshop 1 - Accounting Arquitectures - Module 2