Senior Software Engineer, SoftServe, PhD
Engaged in the use of machine learning to optimize mobile networks.
Has more than 12 years of experience in leading telecommunications companies (UMC, MTS Ukraine, CISCO) Experience on networking technologies, in-depth knowledge of 2G/3G/4G wireless technologies and standards GSM/EDGE/UMTS/LTE, RNP&RNO process.
Models and solution techniques for radio network optimization based on machine learning.
Topic of presentation: Machine Learning use cases in Telecom
The main points of the presentation: Oleksandr will talk about some interesting examples of using Machine Learning in Telecom: optimizing the cellular network, improving customer experience, models for mobile devices location predicting, customer churn prediction, detecting fraud and others. He will consider the main modern approaches based no machine learning.