NBA Youngboy and his bodyguards are believed to be involved in the incident and have been detained by police for questioning.
One person was killed, the Miami Herald reported.
It's unclear what the rapper's involvement in the shooting was but several reports have stated that somebody opened fire on YoungBoy and his team retaliated.
7 News Miami reports that the shooting occurred at the Alamo Rent A vehicle along Collins Avenue, across from the Trump International Beach Resort Sunday Afternoon. Police continue to investigate the scene. It appears that a stray bullet traveled from the property of the Trump International across the street, through the parking lot and struck Jradi, who was working.
He said the video shows several shooters who were "running all over the place".
Two men have been arrested and the scene was secured by investigators.
The scene has been secured by police who continue to look for the third suspect in the shooting. Additionally, a five-year-old child was apparently grazed by a bullet, but was not taken to the hospital.
At this time, he is supposedly being detained and sources also say the young woman that got shot was Kay Marie, his alleged girlfriend, as per TMZ. The melee reportedly occurred outside of a Trump resort.
NBA Youngboy is in town to perform at the Rolling Loud music festival on Sunday night.
Meanwhile, rapper Lil' Wayne announced on social media that he would not be performing because he refused to be searched by security personnel or police outside the venue.