Oct 2025 - Dec 2025

I spearheaded a comprehensive analysis of the public art digital market to identify competitors, where they excel, fail, and where CANVS can carve its niche. I uncovered gaps between user expectations and our competitors' mobile app capabilities and user restrictions. I developed strategic recommendations to democratize data-gathering, proposed AI-driven automation for artist identification, and designed the mobile app to streamline the contributor workflow.