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An enterprise-grade automated testing and candidate evaluation engine developed for a previous employer's corporate client. Designed to streamline student evaluation lifecycle management, academic eligibility validation, and placement workflows within a secure, multi-tenant environment featuring advanced AI-driven grading and sandboxed code execution.