He secured the medal after defeating Georgian Temur Nozadze in the final.
On the way to the final, Mammadsoy defeated German Moritz Plafky, Indian Vijay Kumar, Kazakh Gusman Kyrgyzbayev and Russian Ramazan Abdulaev.
The tournament brings together more than 400 fighters from 60 countries.
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