National Technical University of AthensFebruary 2019 - June 2020
Implementation of research projects in the areas of machine learning, deep learning, natural language processing and knowledge representations. Created a BERT-based machine translation spin-off that has translated over 1030 pages from Greek to English and vice versa in professional projects (clients mainly NGOs). Teaching assistant on the courses: Artificial Neural Networks and Machine Learning, Deep Learning
(indicative technologies: Python, Tensorflow, PyTorch, BERT language model)
Center For Research & Technology HellasJanuary 2018 - January 2019
Design, implementation and proposal conducting of smart parking analytics and machine learning project. Implementation of a machine learning system that performs real-time classification and anomaly detection. Construction of data analytics visualization platform for presenting useful insights from the parking usage.
Design and implementation of a smart open mall recommendation application.
Center of Information Technology Support of the GreekJune 2017 - January 2018
Design of database schemas and data modeling for new projects. Implementing data analytics tasks. Performing daily database system health checks. Providing database-related services such as data replication and general database support for other military software departments. Maintenance of stored procedures and database schemas.
Indicative projects: Large Greek Telco: Implementation, configuration and performance improvement of Big Data Streaming process from client's internal data to contextual campaign marketing system. (indicative technologies: Cloudera Manager, Streamsets, Kafka, Java, Oracle DB 12c, Spark, Hadoop, Impala, Hive, Zookeeper, Yarn, Oozie)
Major Turkish and Greek Insurance Companies: Software development of integration components for INSIS v10 with peripheral systems to support Pension and Home products. (indicative technologies: Java, ADF, JMS, JAX-WS, JDBC, Oracle DB 11g & 12c, WebLogic Server, XML, XSD, PL/SQL, Apache Ant, IBM AIX, Oracle Exadata)
Implementation of ETL process for migrating client's data (indicative technologies: Informix SQL and Unix bash scripting)
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