SHREYAS MYSORE NARAYANA

Master's

Data Science

University of Houston

Research Assistant

Conducting data analysis on brain and MRI scan data to build predictive models for determining patient eligibility for Deep Brain Stimulation (DBS) procedures. ➢ Utilized Python, SHAP, and machine learning algorithms to develop and tune models for accurate prediction. ➢ Employed statistical and machine learning techniques such as Decision Trees, Random Forests, and Support Vector Machines. ➢ Managed remote data analysis tasks using tools like Putty for secure data access and handling. ➢ Collaborated with research teams to improve model performance and interpretability, ensuring actionable insights for medical professionals.