AI-powered interview roadmap generation using Next.js and PostgreSQL. Integrated advanced LLM models including LLaMA 3.3, Qwen-QWQ, and Whisper Large v3 for contextual generation. Implemented user authentication, credit-based payments, and a dynamic UI with role-specific roadmap generation features