Introduction: Stroke represents a significant global health care challenge, ranking as the second most common cause of mortality and disability worldwide. Inflammatory process plays an important role in pathophysiology of acute ischemic stroke. These inflammatory responses increase the brain damage and cause neurological deterioration. Neutrophils and lymphocytes serve as pivotal mediators of inflammatory response. Aims and Objectives: This study aims to evaluate the association between the Neutrophils to lymphocyte ratio (NLR) with the initial severity of stroke and the short-term functional outcome using the NIHSS and BARTHEL index respectively. Materials and Methods: We conducted an observational cross-sectional study on 80 patients admitted at Father Muller Medical College Hospital, which is a tertiary care centre in Mangalore between May 2023 to April 2024. Diagnosis of stroke was based on clinical evaluation and Radiological imaging. Peripheral blood samples were collected for complete blood count within 24 hours of stroke onset. The NLR was determined by dividing the absolute neutrophil count (ANC) to the absolute lymphocyte count (ALC). This was then correlated with the NIHSS and the BARTHEL index. Results: This study included 80 patients, with the mean age of 65.1 years. Majority of the patients were in the age group 51-70years (55%). The mean NLR was found to be 13.39. The mean NIHSS and BARTHEL index was 11.08 and 63.69 respectively. The NLR showed significant correlation with the initial stroke severity and the short-term functional outcomes. For the purpose of correlation NLR was divided into three groups i.e. >3, 3-5 and >5. Patients with higher NLR (>5) were more likely to have a severe stroke and greater dependency. Conversely, those with lower NLR (<3) had a minor stroke and slight dependency. 80% of the patients with severe stroke had a NLR above 5, while 82% of the patients with minor stroke had a NLR below 3 (p value <0.001). This study also found a strong correlation between NIHSS and the BARTHEL index - patients with lower NIHSS and NLR were found to have a better short term function outcome. Conclusion: NLR was found to be significantly associated with the initial severity of stroke and the shortterm functional outcome. Because of its high specificity, low cost, routine use NLR can be used for the prediction of severity of stroke and patients can be prioritised for specialised treatment thus reducing the mortality rates.