Hello, my name is Fotis, and I am a software engineer, I received my Dimploma from the Computer Engineering & Informatics Department (CEID) University of Patras, Greece. Currently, I am working as a Software Enginner at Scientific Games.
Software Engineer at Scientific Games, from March 2022 to present. Working on lottery projects as a back-end developer (using Java and quarkus framework). Main responsibilities include the development, unit and integration testing of the back-end services.
Full Stack Java Web Developer at European Dynamics, from March 2020 to present. Participating in various IT projects for ED's international clients. This role includes the development of the back-end (using Java and Spring integration) and frontend (Angular) environments.
The purpose of this Diploma Thesis was to classify video data using neural networks. The dataset that was used was SMIC (Spontaneous Micro-Expression Database) which contains short clips of spontaneous Micro-expressions captured with high-speed camera. Micro-expressions, are facial expressions that occur when the subject tries to hide their true emotions.
The networks that were used: LSTM & RNN. Also, some other experimental networks where developed including LRCN (combination of LSTM & CNN) and CNN (with transfer learning) . The tools used for development purposes were Python, Opencv & Keras (using back-end Tensorflow).