The aim of the AI Music Mentor project is to help beginner electronic music producers finish their tracks by providing personalized, genre-specific, and actionable feedback that mimics the guidance of an experienced producer. This is achieved using LLMs with RAG, audio embeddings (CLAP/OpenL3), and Librosa analysis, focusing primarily on arrangement and structure while offering practical next-step suggestions.