I am a creative technologist specializing in generative media systems and AI-assisted music production, with a focus on solving complex software challenges in professional audio workflows. As a co-founder of Music Group Technologies, I design and evaluate production pipelines that integrate generative models with industry-standard DAWs, delivering production-ready material refined with traditional studio techniques. With more than two decades of classical music production training across major genres, I build hybrid human-plus-AI workflows that convert AI-generated outputs into polished recordings, employing signal processing, vocal and instrumentation enhancement, and scalable pipeline optimization for reliable professional results.…I am a creative technologist specializing in generative media systems and AI-assisted music production, with a focus on solving complex software challenges in professional audio workflows. As a co-founder of Music Group Technologies, I design and evaluate production pipelines that integrate generative models with industry-standard DAWs, delivering production-ready material refined with traditional studio techniques. With more than two decades of classical music production training across major genres, I build hybrid human-plus-AI workflows that convert AI-generated outputs into polished recordings, employing signal processing, vocal and instrumentation enhancement, and scalable pipeline optimization for reliable professional results.WWWW…