The Gazette name change procedure in Maharashtra involves a legal process through which individuals can officially change their name in government records. It typically requires submitting an affidavit, publishing the change in a local newspaper, and then applying for an official Gazette notification. This process ensures that the name change is recognized by the government and can be used for official purposes such as identification documents and legal matters.