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Build frontend-focused full-stack applications for AI forecasting products. Create elegant, data-dense interfaces, design human-LLM interactions, make product and architecture decisions, and deliver features end to end from requirements through documentation. The role requires strong computer science fundamentals, TypeScript, React, Tailwind, Python, analytics interface experience, and effective use of modern AI tools.