Software Solutions

Technology

We build web, mobile and desktop applications using: C# .NET, Sharepoint, Java, PHP, WPF, Caliburn.Micro, Windows Forms, DevExpress, Witsml, Entity Framework, MVC, AngularJS, JQuery, JSON, HTML5, CSS3, SASS, Boostrap, ASP.NET, WCF, Apache Cordova.
Our database experience includes:  SQL Server, PostgreSQL, MySQL.
F5 IT offers UI/UX design services: WordPress, Woocommerce, Photoshop, Illustrator, Indesign.

About Machine Learning

Machine learning and artificial intelligence is a field of computer science that gives computers the ability to learn, make decisions and predictions without being explicitly programmed.

For more than a decade, the focus has been collections of data. The quantities of available data are now huge and growing rapidly due to extensive use of Internet, social media and increased number of cheap IOT devices.

How does this data create value for your company?

Machine learning algorithms can contextualize the information contained in huge datasets, solve multidimensional problems and make data-driven decisions at a speed that cannot be done by the human brain. By identifying patterns in data, revealing new insights, and making accurate predictions, you can optimize information-centric business processes, customize solutions per customer requirement, drive productivity, forecast demand, among a host of other possibilities.

The Machine Learning team at F5 IT apply machine learning algorithms to help Clients discover value in available public data sets, combined with their own data (ERP/CRM/HR systems, product reviews, call center/chat transcripts, web, social media posts and more). Clients can rapidly benchmark, learn what’s driving their KPIs, optimize their client interactions, detect trends and make better decisions based on accurate predictions. Machine Learning can also predict peaks in workload, improve the performance of your machine park or reduce the energy consumption of your buildings.

F5 IT has created a unique database of public data and open datasets that are interconnected and prepared to plug into Machine Learning models. The database contains huge amounts of information about weather and climate, population, immigration, crime statistics, cultural KPIs, macroeconomic and microeconomic indicators like commodity prices and infrastructure indexes. The latest information is continuously being added from a variety of online data sources.

The developers in F5 IT’s Machine Learning team are skilled in the latest of big data technologies and can assist you to automate the process of converting big data into business impact.

We’re looking forward to hearing from you soon!

Case studies – SmartCrowding

Overcrowding has been described as the biggest problem facing modern hospitals. F5 IT is working with Stavanger University Hospital and Validé to develop a solution that mitigates this problem.
The number of hospital patients is known to correlate with climate factors such as weather conditions. This insight is being used to predict waiting times and queue lengths at the hospital’s emergency department.
A statistical model has been developed that connects statistical queue trends with weather forceasts and other factors from F5 IT’s database of structured public data.