Guido currently manages the Predictive Analytics, Software Development and Centazio teams at PicNet.
In his role as Predictive Analytics manager, he is responsible for building predictive analytics, machine learning and data visualisation platforms for many companies in a broad range of industries in Australia and across the world. Guido also been the lead developer / data scientist responsible for the building of several machine learning libraries for .Net, R and Python languages. PicNet’s Predictive Analytics practice is currently supported by these frameworks which continue to evolve as the research grows and matures.
The methodologies, tools and processes that PicNet’s Predictive Analytics service uses to support its customers is also the backbone of Centazio, a machine learning platform for marketing optimisation. Guido led the development of Centazio which uses various machine learning techniques to identify the return on investment on past marketing campaigns and uses this data to predict optimal marketing campaigns in the future. For more information see Centazio.com.
Guido also manages the Software Development team at PicNet which specialises in delivering complex systems that are usually beyond the capabilities of regular outsourcing companies. Such systems as; highly distributed systems, machine learning solutions, business critical applications, etc.