Here's what I can do:
The Quran consists of 30 Juzuk (or sections), and each Juzuk contains several Surahs (chapters) and Ayat (verses).
Unfortunately, I couldn't find a single PDF file that contains the complete 30 Juzuk of the Quran in Rumi script. However, I can guide you on how to compile the text.