In talk 'Smart Capex Planning' Valentina will lead us through TelCo use case. The goal of Smart Capex Planning is automatizing and improving current processes of making strategic decisions such as frequency band acquisition, integration of new sites, upgrading to new carriers, prolonging licenses, introducing new technologies, etc. The Smart Capex Module is dedicated to finding the answers to the questions when, where, what to invest in, how much will it cost, and what is the expected ROI - which are the essential key points used in the strategic decision making. Embedded machine learning aims to facilitate the decision-making process about important and strategic investments. The main idea is to incorporate network traffic and performance indicators together with financial aspects into the ML frame.
Valentina is a huge Data Science enthusiast. She faced the challenge of packing her (then irreconcilable) interests into a unique career path-cutting machine. Still, she is a real 'fox' when it comes to her areas of interest, so we have no doubt that this has given her good signposts.