Dr. Torre completed his medical degree in his hometown of Puerto Rico at the University of Puerto Rico, School of Medicine. While obtaining his medical degree, Dr. Torre participated in the Advanced Training in Clinical Research fellowship program at the University of California San Francisco, where he first was exposed to the field of sleep surgery.
After completing his studies and specializations under the tutelage of many incredible colleagues and mentors, Dr. Torre became an Assistant Professor in the Department of Otolaryngology-Head and Neck Surgery at the University of Miami. There, he served as the Director of the Sleep Surgery program and was a faculty member in the Sleep Medicine division. He trained multiple residents and fellows in sleep surgery.

Dr. Torre focused on addressing the root of sleep disorders, instead of merely treating the symptoms; this unique approach led to strong collaborative relationships between different departments at the University of Miami. His introduction of programs such as personalized upper airway evaluation using Drug Induced Sleep Endoscopy (DISE), hypoglossal nerve stimulation (HGNS), and skeletal surgery for Obstructive Sleep Apnea (OSA) made the University of Miami one of the few centers in the nation that offered comprehensive sleep care.

Throughout his career, Dr. Torre has published papers on a wide range of subjects related to Obstructive Sleep Apnea, as well as nasal breathing optimization, and presented his work in many international and local meetings as a guest speaker.

He is a member of the Sleep Medicine Committee for the American Academy of Otolaryngology-Head and Neck Surgery. He was also a member of the American Academy of Sleep Medicine task force that developed the new guidelines for sleep apnea surgery.