The creator of Android, the world’s largest mobile operating system, is returning to his roots in hardware.

Andy Rubin, who nurtured Android at Google Inc. from 2005 to 2013, is launching Playground Global LLC to provide support and advice to tech startups making devices for consumers or companies.

Mr. Rubin said Playground had raised $48...