Djouloukhadze studied with Tamara Vykhodtseva, Sergei Sologov, choreographer Juri Zaretskii, Margarita Grishkevich (a student of Agrippina Vaganova) and graduated with first honors under the tutelage of the legendary Vakhtang Chabukiani.

In 1970 Djouloukhadze joined the Georgian National Opera and Ballet Theater of Tbilisi and quickly moved to the rank of a principal dancer, a position he held until 1990.

He partnered with prima-ballerinas of various leading ballet companies, including Irina Jandieri, Nadezhda Pavlova, Alla Khaniashvili, Ludmila Semenyaka, Lubov Kunakova, and Nina Ananiashvili.

[11] During his career Djouloukhadze worked with distinguished ballet-masters and choreographers Konstantin Sergeyev, Natalia Dudinskaya, Georgi Aleksidze, Alexander Plisetskiy, Vladimir Vasiliev, Mikhail Lavrovsky, Lev Asaulyak, Alexander Prokofiev, Raisa Struchkova, Fea Balabina, Evgeni Valukin, Oleg Vinogradov, Tatiana Vecheslova, Natalia Ryzhenko, and Vladimir Nikonov.

[17][18][19][20] In 1990 he coached a Georgian ballerina Irma Nioradze (a winner of the bronze medal) for the USA International Ballet Competition in Jackson, Mississippi and performed as her non-competitive partner.

To name a few, Michele Wiles, Jonathan Jordan, Evan McKie, Brooklyn Mack, Rasta Thomas, Danny Tidwell, Matthew Golding, Melissa Hough, Rory Hohenstein, Chauncey Parsons, and Constantine Allen.