Visceral Leishmaniasis (VL) is endemic in the northeast part of India, principally Bihar, Jharkhand, Uttar Pradesh, and West Bengal. We report a case of VL from the non-endemic Himalayan region of Kashmir. A 25-year-old female presented with a history of fever, generalized weakness, loss of appetite for one month. On clinical examination, there was hepatosplenomegaly and pancytopenia. There was no travel history to any VL endemic areas. Bone marrow examination revealed an amastigote form of Leishmania Donovan. Nested polymerase chain reaction (PCR) confirmed diagnosis. The patient was treated with 6 mg/kg liposomal amphotericin B, for ten days and improved clinically. Our case reveals that VL is expanding towards non-endemic regions of India, and physicians should remember the differential diagnosis of VL in a patient presenting with fever, pancytopenia, and hepatosplenomegaly.