There is a dearth of robust evidence regarding coronavirus disease 2019 (COVID-19)-related coetaneous manifestations, complications and adverse treatment events. Upon review of the literature there are only a few cases reported of acute generalized exanthematous pustulosis (AGEP) in COVID-19 patients after treatment. Therefore, we are reporting a case of a 34-year-old male not known to have any chronic illness. His severe COVID-19 infection resolved four days prior to presentation to the Emergency Department with pustular rash on erythematous base over his face, neck, upper limbs, anterior and posterior trunk including oral cavity and tounge. The rash started after he took azithromycin, oseltamivir, ribavirin, lopinavir, hydroxychloroquine, prednisolone, ceftriaxone, clindamycin, interferon (IFN) beta, and ceftazidime for COVID-19. Skin punch biopsy was done and he was diagnosed with AGEP but it was still not known if it was related to COVID-19 or a drug-induced condition. Patient was treated with betamethasone valerate 0.1% ointment and lotion, promethazine hydrochloride 25mg tablet, paracetamol 500mg tablet, calcipotriol 50mcg/g and betamethasone 0.5mg/g gel. He discharged the same day to manage at home despite not improving. In the end, we found only a few studies that describe the cutaneous manifestations of COVID-19 infection, which were mainly case reports. We can't be sure that AGEP is a late and severe complication of COVID-19 infection. However, AGEP could be a rare adverse effect of hydroxychloroquine therapy. Improving the knowledge about a wide range of different signs and symptoms of the disease and its severity in addition to all possible adverse treatment events and complications can improve patient safety, survival rate, and quality of life.