I conducted a multi-source public-records research project designed to verify identity, address, business, and timeline claims using legally accessible sources. I cross-referenced records across independent databases, evaluated source strength and consistency, documented gaps and conflicting information, and assigned confidence levels to each finding. The final deliverable included a source map, verification matrix, and concise evidence-based findings. All identifying information and data shown are fictional portfolio examples.