This mosque was built for Gazi Süleyman Paşa (died 1548), who was Rumeli Beylerbeyi (governor of the Trakya region) at the time. Considering the date of his death, the building of the mosque must have happened in the early 16th century (at its earliest). Alas, the ‘kitabe’ (building inscription) is gone missing.
The mosque was damaged by an earthquake in 1752 and restored two years later.

Correspondent: J.M.Criel, Antwerpen.
Source: ‘Türkiye Tarihi Yerler Kılavuzu’ – M.Orhan Bayrak, Inkılâp Kitabevi, Istanbul, 1994.

Nothing to do with the 16th century Sultan Suleyman.