Lin combines a background in Urban Planning and HCI (Drop-Out) from UMich, bringing policy insight and design expertise to MirageDoodle. He leads product strategy with a focus on zoning and compliance, with extensive experience in code analysis, density studies, and scenario modeling. An APA Planning and Design Competition Honorable Mention recipient, Lin bridges technical and policy worlds to make compliance faster, clearer, and more accountable.