Computer engineer by the Federal University of Pará, Master in Electrical Engineering and PhD candidate by the University of Bern, Switzerland. Has done extensive research in user mobility and mobile networks, and is currently working on Edge Computing and intelligence models at the edge of the Network.
Belém, PA, Brazil
Belém, PA, Brazil
Bern, Switzerland
With the evergrowing demand for multimedia content offers in mind. Studied Quality of Experience, and its role in modern service provisioning. Has publoshed works in QoE-oriented network management to enhance user experience.
Competence in traditional machine learning algorithms, like decision trees, and genetic algorithms, as well as in deep learning techniques and libraries. Capable of using modern frameworks and implementing state-of-the-art models.
Has used deep learning to take advantage of user mobility data in network management. Comparing classic prediction techniques (Kalman Filter and ARIMA) with cutting edge LTSM networks to extract mobility patterns and plan accordingly.
