Leveraged predictive analytics using RStudio to analyze top 10,000 companies, identifying key drivers of success across industries and company lifecycles. Applied linear regression, decision trees, and conjoint analysis to uncover insights into company ratings, strengths, and market opportunities. Delivered actionable findings with impactful data visualizations, offering strategic recommendations for MBA graduates and industry professionals navigating career and business decisions.