Khandu Patel, father of two, worked as a housekeeper at Americas Best Value Inn and Suites in Whitehaven, a report in Fox13Memphis said.
The incident occurred on Monday when about 30 shots went off.
Investigators say one of those bullets hit Patel. He was standing at the back of the motel when he was shot and later died at the Regional Medical Center.
Khandu had worked at the inn for about eight months. His wife and children lived at the motel with him.
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"He didn't even make it to the hospital to be saved."
He added that the family was ready to shift to another location for a new job.
"He was ready to get out of there," said Jay Patel. "Just trying to put food on the table so he had to take what he had at the time."
Investigators have put up flyers all over the motel asking for information about the killer, which notes there is a Crime Stoppers reward.
On February 22, Indian engineer Srinivas Kuchibhotla was killed when a US Navy veteran opened fire at him and his friend before yelling "get out of my country" in Kansas.
Harnish Patel, a 43-year-old Indian-origin store owner, was found dead of gunshot wounds in the front yard of his home in Lancaster, South Carolina, in early March.
On March 23, Sasikala Narra (38) and her son Anish Narra (6) were found dead inside their apartment in New Jersey.