Speaking & Publications

The increasing complexity of user expectations, device heterogeneity, and accessibility considerations in SaaS applications has revealed the limitations of traditional static user interfaces. This paper explores a multi-layered architectural framework that facilitates AI-driven UI adaptation, detailing key components such as the data collection layer, AI processing layer, and UI rendering layer.

This paper introduces a novel multi-layer AI generation framework for creating images, audio, and video content. Unlike traditional monolithic AI outputs, this approach enables users to prompt and edit content layer by layer—granting greater creative control, modularity, and alignment across media types.