• Created and deployed a deep learning model employing convolutional neural networks for pneumonia detection from X-ray images. • Improved diagnostic accuracy by 25% through the implementation of the developed model. • Successfully reduced misdiagnosis rates by 15% with the utilization of the deep learning model. • Demonstrated proficiency in utilizing advanced machine learning techniques to enhance medical diagnostics. • Contributed to the improvement of healthcare outcomes through the development of an effective diagnostic tool