The streets are alive with drums, lanterns, and parades—the carnival is in full swing. But every dance carries a stumble, every float a risk, every firework a spark waiting to misfire. To keep the joy flowing, each reveler is assigned a Premium—the price of protection that ensures the festival never falters. The old system that calculates these costs is breaking down, leaving cracks in the safety net. Now it’s your turn to step in. Inside a secure vault lies data from 1.2 million carnival-goers—a rich mix of demographics, finances, and lifestyles. Your mission: build a predictive model that can untangle this complexity and compute each citizen’s Premium Amount with precision. The sharper your algorithm, the safer the celebration—and the brighter the carnival lights will burn.