Dr. Patrick Weaver was born and raised in Orange Park, Florida, and graduated from St. Johns Country Day School. He graduated from Samford University as salutatorian with a Bachelor of Science in Biology. He continued to the University of Florida, where he earned his Doctorate of Dental Medicine degree. While in dental school, he was presented with the senior dental student award from the Florida Academy of Pediatric Dentistry and was inducted into the honor society of Omicron Kappa Upsilon. He then completed a two-year residency at the University of Florida, where he served as Chief Resident.

He is board certified in pediatric dentistry as well as a Diplomate of the American Board of Pediatric Dentistry. He is also affiliated with the Jacksonville Cleft and Craniofacial Clinic.