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Finance Case Study

Using Predictive Machine Learning to Forecast FX Fluctuations

Industry
Finance
Area
FX Trading
Solution
Predictive Machine Learning
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Background

A large Japanese bank engaged Brainpool to improve FX market predictions.

Our client covers all major currencies and markets. They also have a wide range of bespoke Foreign Exchange Risk Management Solutions. It is therefore vital for them to receive real time, precise information on the fluctuation of these currencies.

The problem they faced was the inability to accurately forecast how currencies will perform in the near future. There is no way to make a definitive prediction about how a currency will behave, but it is possible to make well-informed estimates.

We were tasked with developing a Predictive Machine Learning System which could use historical FX data to make predictions on the fluctuation of a currency.

After using large quantities of training data and making incremental changes, our team of PhD-level AI experts, quants and engineers managed to get an increase the FX prediction accuracy from 52% to 56%.

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Fujitsu

We invited Brainpool to participate in the initial definition workshop for Fujitsu’s AI ecosystem in Europe. They really brought a level of knowledge and enthusiasm to the session. All stakeholders were thoroughly impressed with their experience in machine learning projects and their business model & agility – I would not hesitate to recommend them!

Leigh Schvartz Head of Product Innovation, Fujitsu UK
Creed

We were really impressed by the Brainpool team, they understood what we wanted to achieve and explained how to build exactly what we wanted. Brainpool.ai built a working model that was easy for us to replicate and scale

Roshan George Founder and CEO of WithCREED
Suez

We needed to classify customers and prospects based on an algorithm that included route optimisation logic. The consultant was able to frame the problem, cleanse and organise our data and plan the solution.

Arthur Goujon Digital Operations Manager, Suez Environment
QWEB

The Brainpool.ai team has been instrumental in developing the CarbonFixer; they were fast and passionate and have created something very robust that we can soon launch to market.

Eli Gould US Representative at Quebec Wood Export Bureau
HSBC

Their rigour and determination to use AI and ML to solve problems in order to help small business customers was second to none. Without a doubt, I will absolutely keep this mind for future endeavours and recommend Brainpool network for projects looking for cutting edge AI talent.In this we could not be happier with the partnership with Brainpool.

Ameet Benegal Director, HSBC Global Commercial Banking
HSBC

We absolutely love working with the Brainpool team and would highly recommend their services to anyone with serious interest in machine learning development. We have been thoroughly impressed with their knowledge and work ethics.

Mark Sykes CTO at First Derivatives
Zebra

I will definitely keep Brainpool in mind for future cooperation. It’s been a real pleasure to work with you and Brainpool team!

Vladimir Hlavka Senior Repair Services Engineer, Zebra Technologies
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