Investigators say the incident happened on Jan. 10 during a Rally for Venezuela near 8th and Market streets.
Police allege the suspect blocked the path of a 22-year-old man before spraying him with pepper spray.
According to investigators, the suspect was also exposed to the spray and was treated at the scene.
The victim was taken to a nearby hospital for treatment.