Executed data collection, cleaning, and preprocessing to enhance the accuracy of protein structure prediction and CKD classification. Leveraged machine learning techniques to develop and train predictive models and conducted hyperparameter tuning and optimization to improve their performance.

Evaluated fracture rate post-SBRT based on the known published evidence, in order to allow physicians to optimally counsel patients and maximize safety in management decisions for patients with spinal metastatic tumors.