Joan Plepi

Student assistant researcher in Fraunhofer IAIS in Knowledge Discovery department, focus mainly in Text Mining. Evaluation of BERT in downstream tasks in distributed framework. Implementation of new features in the distributed framework. Building RESTful APIs using Flask to offer functionalities from different NLP models for different NLP tasks like word and document similarity, named entity recognition, trained from scratch in german datasets.

I have worked during this period on the SMC project a facility management system for Deutsche Telekom. I have worked mostly in back-end side of the project with implementation of different functionalities requested from the client using Spring Boot framework. I have also worked in implementation of database based on the designed concept from the customer. I have implemented and developed integration of communication between microservices using Apache Camel and Apache Kafka and gRPC.

Teacher assistant at the University of Bonn for the subject Technical Neural Networks from Dr. Nils Goerke.

Machine Learning, Neural Networks, Cognitive Robotics, Intelligent Information Systems, Temporal Information Systems, Knowledge Graphs Analysis, Deep Learning, Pattern Recognition, Data Analytics with R, Big Data, Seminar on Federated Learning

Algorithms and data structures in C++, software engineering, computer networks, operating systems, computer architecture, OOP with Java, web development, calculus, linear algebra and geometry, numerical analysis, relational databases, parallel programing with OpenMP library