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Scoring models
We build installment payment scoring models based on hard-to-interpret deep learning models.
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DATA separation
We mark up the data in accordance with the selected methods and tag system, then we check and correct the marked data. Markup allows you to find certain patterns and predict future events based on data.
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Correlation\ dependency research
Search for direct and indirect relationships between objects (for example, legal entities and individuals. Graph models of relationships. Development of strength metrics relationship.
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Heat mapping
Designed to visualize the distribution, for example, econometric indicators and activity by business segments. We can build heat maps of the density of retail outlets or traffic (according to telecom data).
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Building predictive models
We have experience in building predictive models for market changes, food and non-food products indexes, consumer activity, deflators. Predictive models allow you to make a forecast about a future event with a certain degree of probability, find out what sales will be, how the buyer will behave and what will be in demand on a certain forecast horizon.
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Data processing and visualization systems
Data processing includes operations such as aggregation, obtaining summary characteristics for a certain period, determining the characteristics of a data set depending on the requirements. This allows for dynamic tracking of metrics of interest. We develop and implement methodologies for systematization processing and databases organization.
We develop the information flows logistics.
We visualize data in a user-friendly form:
- immersive BI dashboards,
- heat maps,
- interactive sites and applications.
We can integrate the application into the client's CRM/ERP system or set up email notifications about significant market events.
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R&D
We have vast experience and a growing knowledge base in building a large number of ad-hoc research and products for end users. Thanks to this, we can choose the most effective solution for any client's tasks.
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Outsourcing
We offer following products:
- development and implementation of systematization processing methodology and databases organization,
- Big Data management and systematization,
- data calibration and verification,
- data scientists teams provision.
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Market analysis
We use our own methodology, which allows us to form a market research panel with high representativeness and data accuracy.
