The Duke Trading Competition is a premier student-run event designed to challenge participants with real-world trading scenarios. Held on March 29-30 at the Wilkinson Building, this team-based competition (teams of 2) will feature two exciting cases: a Data Science & Financial Forecasting Case, where teams develop trading strategies using predictive market signals, and a Live Trading & Market-Making Case, where participants trade in real-time based on an Elite Eight March Madness game. Beyond the competition, students will have the opportunity to network with industry professionals and sponsoring firms, gaining valuable insights into the world of quantitative finance and trading.