Data Science

Employing statistical and mathematical tools and methods we create solutions that help organizations automate processes, optimize operations and extract business value from data.

References

Automation of player’s skating performance evaluation from the video

Automated software system recording and evaluating the correct skating technique of hockey players

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Cognitive Real Estate Assessment (CREA)

Private sellers and buyers, real estate professionals, banks, insurance companies, investment funds and other stakeholders oftentimes depend heavily on the accurate value estimation of their real estate properties.

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Forecasting on electricity market

Electricity suppliers work hard to deliver the right amount of power to the grid at the right time to cover consumption of their customers. Every deficit or excess of energy causes additional expenses so accurate consumption forecasts are crucial.

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Aluminium Producer

Aluminium production optimization

Aluminium production is a complex process requiring huge amounts of electricity, so the process has to be strictly controlled and optimized to avoid any unnecessary expenses for energy and chemicals. Fortunately, machine learning can assist here.

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Customer profiling from web browsing data

Regardless of the product, one thing is common for every marketing campaign - the more tailored the campaign is to the profile of the customer, the higher the chance of conversion. Therefore every company tries to get to know their customers better.

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Machine learning pilot for customer retention

AI is one of the key driving technologies in digital transformation. Machine learning pilot project for churn modelling on consumer loans data was an important step that shaped the way how machine learning is implemented in Erste Group.

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