Machine Learning

We utilize Machine Learning methods to help our customers identify previously unrecognized data patterns. ML algorithms offer effective tools in domains such as text analytics, regression analysis, cluster identification, and more. These tools provide critical support for a wide range of engineering analytics applications, including maintenance and factory log analysis, warranty data processing, and time series pattern recognition.  

We conduct engineering analytics for: maintenance, operations, factory logs, warranty, weather, power loss, and time series patterns. Matlab is our preference for machine learning algorithm modeling. 

Integrating machine learning with expert knowledge is essential to uncover hidden patterns in data and generate actionable insights. We have developed many Machine Learning workflows to streamline the data analytics and minimize project development time. Our experts have deep knowledge about how the data should be preprocessed and analyzed so the analytics outcome adds value to our customers' business operations.