development and design
A good system must be well designed. We get to this stage responsibly and try to describe the application and the architecture of future solution as widely as possible. For that reason we use comprehensive tools, such as UML and BPMN.
We believe that every science is defined by the level of its reference to mathematics. Every solution is as rational and reliable as far it is subjected to research and forecasting methods.
BrainGarden Team consists of people with mathematical education using maths in their work every day.
At our disposal we have methods of combinatorial and continuous optimization, control theory, neural networks, multi-agent and self-organizing systems.
We understand the importance of analyzing available data and drawing right conclusions. We know where on this enormous field the pitfalls lie and how to build our models avoiding them. We suppose that every research has to be transparent and clear to a client, while experiments themselves have to be correct and repeatable. And — what is the most important — we are capable of such a research.
For business data analysis opens wide opportunities for decision making process support, business process optimization, cost reduction, user behaviour analysis, and other important tasks.
Machine Learning is a huge field that allows to solve a variety of tasks. We know a great variety of mathematical models and various Machine Learning packages, and we can create both a light model for a very fast process and getting all percents of precision imaginable building colossal monsters.
We constantly use the most advanced Machine Learning packages, such as scikit-learn, xgboost, theano, tensorflow, keras, etc.
Having a wide experience in fields of development and data science, we are able to combine it all together providing you with finished product. If necessary, we will help to integrate it with your systems.