An intuitive end-to-end web-app system that forecasts FX risk over the next 3 days, powered by explainable AI and real market data.

Simulates future stock price paths using Monte Carlo methods and estimates short-term drawdown risk through volatility regime clustering and rule-based statistical heuristics. Leverages real-world market data from Yahoo Finance for explainable and efficient financial risk assessment.