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A full-stack interview preparation platform leveraging Spring AI, LLMs, and vector databases for intelligent resume analysis, text/voice mock interviews, and knowledge base retrieval. Built with Spring Boot 4.0, Java 21, PostgreSQL+pgvector, and Redis for async processing.