Short CV

Efterpi Paraskevoulakou is a Research Assistant and PhD candidate at the University of Piraeus and a member of the Data & Cloud laboratory team under the supervision of Associate Professor Dr. Dimosthenis Kyriazis. She received her Bachelor’s degree from the Department of Economics of the University of Piraeus in 2017 and her Postgraduate Diploma in “Big Data and Analytics” in 2020 from the University of Piraeus/ Department of Digital Systems. Her research interests are oriented towards the orchestration and optimal management of the cloud-edge continuum applications by exploiting Artificial Intelligence, machine learning, and data analytics.

Personal Research Topics

  • Data Analytics / AI

    Identification of data analysis problems, collection of large sets of structured and unstructured data from heterogeneous sources, purification and validation of data to ensure accuracy, completeness and uniformity, design and implementation of machine learning models and algorithms, data analysis for pattern and pattern detection, and in-depth machine learning for critical decision making.

  • Cloud and Edge Computing

    Research and implementation -following the microservice architecture -applications using containers and modern technologies, study, and implementation of applications using the serverless architecture (Function as a Service – FaaS), utilization of modern technologies for orchestration of services in cloud environments and cloud computing environments computing (K8s Docker Compose and Swarm).

Research Projects

HE-CODECO
MORPHEMIC

Scientific Publications