Blastic plasmacytoid dendritic cell neoplasm (BPDCN) is a rare and aggressive blood cancer that often presents with skin lesions and can involve other organs, including the bone marrow. Despite initial responses to treatment, most patients eventually experience disease progression. We report the case of an 82-year-old male with a red chest nodule, later diagnosed with BPDCN and acute myeloid leukemia (AML). Dermoscopy revealed reddish-purple dots, and a biopsy confirmed BPDCN. The patient responded to venetoclax and azacitidine but relapsed five months later. This case highlights the importance of early diagnosis of BPDCN and the utility of dermoscopy in this tumor, which can contribute to timely treatment and improved patient outcomes.