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Currency Arbitrage

Using large volume of market data, recommend foreign currency trading which makes profit. Find risk-free path is NP-Hard graph problem, where quantum computer has advantage. Arbitrage path disappears in few seconds, so fast computation is needed.  

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Fraud Detection

Fraud detection is a critical aspect of the financial industry, and it requires sophisticated methods to identify and prevent fraudulent activities. Quantum computing has a power on processing large dataset at once.

Derivative Pricing

Derivatives are financial contracts used for a variety of purposes, whose prices are derived from some underlying asset or security. Depending on the type of derivative, its fair value or price will be calculated in a different manner.

Traditionally, PDE solver like Black-Scholes Model or Monte Carlo method is used for derivative pricing where the quantum computing is promising.

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Portfolio management

Selecting and overseeing a group of investments that meet the long-term financial objectives and risk tolerance. It took too long time by classical computing and quantum computer can speed up portfolio management related algorithm.

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