Experience

• 

  Cttc

  Sept 2016 - Jun 2020

  Research assistant

  - Investigated possible integration architectures between the energy harvesting mobile network and the smart electricity grid. - Investigated the capability of 5G mobile networks of intelligently routing energy in a microgrid of interconnected conventional/renewable energy sources and loads to (i) satisfy the demand of communication networks while avoiding energy outages in zones with high user density and/or low ambient energy availability and (ii) to provide ancillary services to the grid.- Produced publications for top-tier conferences and journals. Show less

• 

  Nokia bell labs

  Feb 2019 - Aug 2019

  External researcher

  - Investigated mathematical modeling of mobile network deployments.- Developed a deep reinforcement learning framework for autonomous activation/deactivation of small base stations.

• 

  Huawei

  Jul 2020 - now

  - Designed machine learning framework for power consumption estimation in large-scale networks.- Designed space/temporal traffic forecasting algorithms based on graph neural networks to support the optimization of energy-saving features in the mobile network.- Produced patents and publications for top-tier conferences and journals.- Explored new technologies for future mobile networks.

  • Senior Researcher

    Jun 2022 - now

  • Researcher

    Jul 2020 - Jun 2022