Mihiret Redi pursued her MSc in Biomedical instrumentation specialty. She has conducted extensive research on lung disease diagnosing medical device implementation and validation using population-specific data. She is passionate about applying the concept of Respiratory Mechanics to Machine Learning Models with a goal of exploring the potential of Machine Learning Algorithms to revolutionize the field of Respiratory Medicine and improve the performance accuracy of Pulmonary Function Tests (PFTs) using biological data sets to enable better predictions, diagnoses, and treatments of lung diseases. Redi anticipates pursuing further research and development in this field to contribute to the advancement of healthcare technologies.