Founded BizMuse AI and lead product, architecture, and delivery of an end-to-end AI music video creation platform. Designed workflows that turn songs, lyrics, prompts, and reference images into editable scenes and release-ready videos, combining music, image, and video models behind a unified credit system. Own product strategy, full-stack engineering, model integrations, billing, reliability, and international growth. Built both one-click MV Agent and shot-level Workflow modes so creators can review direction, estimate costs, regenerate weak scenes, and compose stronger final cuts. Learned to balance creative control, generation quality, latency, and unit economics in a fast-moving AI ecosystem.