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This conference talk from PyCon US chronicles a six-year journey from creating a simple Excel spreadsheet for a small irrigation district to developing a full-fledged SaaS platform for water management using Python. Follow along as the speaker shares their evolution from knowing only basic Python syntax to building a sophisticated system that handles water accounting, delivery tracking, scheduling, reporting, and simulation for real-world applications. Discover how they overcame challenges like transitioning from spreadsheets to Python-powered solutions, modeling physical water delivery systems without formal background in discrete mathematics or graph theory, and scaling a personal learning project into a production-ready application. Learn about the tools, techniques, failures, and successes that shaped this 28-minute journey, offering inspiration for Python beginners and experienced developers alike who want to tackle problems outside their comfort zone.
