Whenever a generic product won't let you get the most of your business, we offer a customized software solution. Our experience solving problems involving large datasets (see our projects section) allows us to create solutions using a wide range of technologies, integrating them in a robust manner. We know that it is difficult to define perfectly the product specifications in the first place, so we design our solutions with flexibility, being able to provide agile responses to possible changes that may appear in the requirements.
Taming Big Data for its best performance
Predictia develops customized software solutions to take the most out your data. We have more data available than ever, and obtaining really useful insights can be challenging. Thanks to our experience with database engines both relational and NoSQL, we are able to integrate different technologies in order to interactively analyse large sets of information.
Usually big data systems -built mainly on top of Hadoop- were used in ETL processes, being normally long-running and error-prone tasks. In the last months the distributed data analysis technologies ecosystem have evolved reducing the wait times to a point that now it is possible to perform real time analysis, using a large number of processors to perform coordinated computations in parallel. On the other hand, not all data models are optimally explained with a relational database. Other databases such as the graph oriented like Neo4j allow us to analyse highly interrelated information more efficiently.
Predictia has wide experience with data analysis and storage technologies that are essential for solving the prediction and classification problems that are critical for your business.
However data alone can be hard to understand. This is why we pay special attention to different visualization techniques that facilitate comprehension and decision-making. We love to work with standard web user interfaces so only a web browser is needed to use them. We don't leave interactivity and responsiveness behind, thanks to libraries like D3 or Google Maps.
Our solutions offer response to problems like analysis, classification or prediction. This is why we have a team of mathematicians specialized in modelization and machine learning. Applying advanced mathematical modelling techniques such as neural networks, bayesian networks, grouping algorithms, association rules, dimensionality reduction, pattern recognition, temporal analysis, recommendation systems, complex network analysis, etc. we find the hidden information critical for your business.
To achieve this we use different statistical computing languages, especially R.
System integration and high performance computing
We are specialists in Java development, which allows or application to work in almost every architecture, including the cloud, with good performance. When integration with existing systems is necessary, we expose the needed services using REST or SOAP web services. Our application can also be integrated in existing systems using messaging platforms, web services or databases as integration layer.
We also offer scientific software integration solutions, using PBS resource managers like Torque, commonly used in HPC enviroments.
You can check our repository at Github
We love to develop and use Open Source. These are the most used technologies in our projects: