Matthew Yuen
I'm an AI specialist passionate about building practical, creative solutions with machine learning, generative AI, and cloud technologies. With hands-on experience in end-to-end AI projects, I enjoy tackling real-world problems and AI-driven applications. I'm also passionate about audio gear and music, which in part inspired the project I'm presenting
Session
Ever opened your music folder only to be greeted by a chaotic mix of album and track names that trigger your inner OCD? This talk explores the journey from manual cleanup to building a Python tool that brings order to musical chaos. By harnessing Retrieval-Augmented Generation (RAG), Large Language Models (LLMs), and natural language processing (NLP), the project intelligently standardizes music libraries across diverse naming conventions and languages. The presentation focuses on the creative process, core AI concepts, and key lessons learned, tracing the path from tedious folder cleaning to an automated, AI-powered solution.