It provides a realistic, hands-on experience by applying quantitative models like Cost-of-Carry, Black-Scholes, and Monte Carlo simulations directly to real-world commodity markets like coffee futures. The scenarios effectively bridge theoretical finance and practical client advising, helping translate complex data into clear, strategic decisions.

I liked that the simulation was practical and interactive. It helped me understand how quantitative models, pricing techniques, hedging strategies, and risk management are applied to real-world market scenarios. It also showed me how factors like supply, demand, weather, and geopolitical events can affect commodity prices and investment decisions

I liked how the simulation applied real Citi Markets concepts to coffee commodities. The step-by-step tasks on pricing futures using cost of carry model, using Monte Carlo for structured notes, and risk management analysis were very practical. It helped me understand how quantitative models are used in investment banking. The templates made it easy to organize my work like a real analyst.