I build systems more than products — music tools, AI workflows, dataset pipelines, and local-first experiments that don’t fit neatly into boxes. My work lives at the intersection of sound, structure, and reasoning: node-based tools, custom LLM setups, large-scale data generation, and exploratory interfaces. I care more about capability, clarity, and depth than polish or monetization.
