The Scopus Project involves converting journal article headers and references from PDF to XML format. The process includes zoning articles using styles, proofreading content against source files, and converting to XML while inserting required tags as defined in the metadata. Upon completion of zoning, proofing, and conversion, a quality assurance tool is run to identify and fix any errors, warnings or validation issues found.