Industry and Client Understanding: Gained foundational knowledge of the pharmaceutical industry, aligning solutions with business objectives and addressing key challenges.Problem Analysis and Solution Design: Developed a problem DNA to identify root causes and hypotheses and designed business process and analytical data flows to drive effective solutions.Data Analysis and Model Development: Leveraged machine learning techniques and exploratory data analysis (EDA) to develop predictive models, optimizing patient selection for immunotherapy.Dashboard Development and Deployment: Designed and deployed an interactive clinical trial dashboard, improving decision-making and patient engagement.