Depending on the tasks, we select the most optimal and proven tools for creating certain projects. To achieve the desired result, three main parameters are taken into account: performance, security, stability. In the process of work, in most cases we use our own time-tested developments. This allows you to create projects of any complexity, as well as provide them with a long service life, thanks to regular updates. We have a fairly flexible approach to development, if the client has his own preferences in using technologies, we are ready to use these tools if this allows us to comply with the three basic development principles that we indicated above.
As an example of our work, we chose a simple system for identifying fake browsers. This system allows you to determine the operating system and browser type, regardless of which user agent is registered. Next comes an analysis of how much you can trust a particular browser.
To create this application, we collected data from real browsers on various operating systems and devices. We convert this data into an image (you can see an example on the screen) and we use the resulting data array to train a neural network. In this example, the most important thing is the selection of data and its transformation into a picture; it is important to pack the data in such a way that the neural network can find the features of the main browsers and separate them from possible falsification. The architecture of the neural network used is also our development and includes a tandem of high performance and accuracy. As a result, the neural network predicts the browser being tested and the final analysis is formed based on this.
The main criterion for choosing data for analysis is that it is extremely difficult to change, even working with the browser source code. The second important point is performance by minimizing the amount of data for testing.
Essentially, wherever security is needed when working with clients. An extended version of this program will allow you to accurately identify suspicious actions on the part of the user and stop any types of fraud.
With proper data collection, you can achieve 99%, it all depends on the specifics of the project where this system will be implemented.
In order to start cooperation, describe your tasks and we will certainly contact you in any way convenient for you. After discussing all the nuances, we sign an official contract and begin work.
We work exclusively with bank payment methods. After concluding the contract, we issue you an invoice for payment, which you can pay within a week.
Any of our services are guaranteed and you can get free advice on issues that interest you. We are always online.
For complex tasks, we also provide subscription services. We carry out continuous monitoring and maintenance of developed services, as well as their updating and optimization.