Master's Thesis (Not yet published)
Application of an image-to-image translation method in real-time for achieving real-world realism.
About
I am a passionate informatics graduate, currently pursuing a master's degree in "Digital Media - Computational Intelligence," with a strong grasp of fundamentals in Machine Learning, Computer Vision, and Computer Graphics. Proficient with Python and the related Machine Learning frameworks, as well as with game engines. Experience with Machine learning libraries like PyTorch and Scikit-Learn.
Experience
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Software Developer
Onset, Serres, Greece
Year: July 2021 - October 2021
- Developed and implemented an Asterisk-based phone call management application integrated into Softone's ERP software by employing WebSocket technology for a multi-client-server architecture.
- Wrote technical and user manuals.
- Presented the completed project to internal teams and external partners.
- Assisted in the integration of the first two clients.
Education
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Bachelor of Science in Informatics
University of Piraeus, Piraeus, Greece
Year: 2017 - 2021
Direction: Technology of Software and Intelligent Systems
Thesis: Multiplayer video game development using Unreal Engine 4 game engine (Supervisor Prof. Panagiotopoulos Themistoklis, grade: 10/10)
Core Subjects: Artificial Intelligence,Intelligent Agents, Virual Reality,Pattern Recognition,Image Analysis,Data Mining,Speech and Audio Processing,Signals and Systems,Bioinformatics.Grade: 8.88/10.0
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Master of Science in Digital Media - Computational Intelligence
Aristotle University of Thessaloniki, Thessaloniki, Greece
Year: 2022 - 2024
Core Courses: Deep Learning and Multimedia Information Analysis, Computational Intelligence - Statistical Learning, Games & Artificial Intelligence, Virtual Reality, and Language Technology.
Grade: 9.35/10.0
Languages
- Greek (Native)
- English (Fluent)
Examination for the Certificate of Lower (CEF B2) in English Examination for the Certificate of Lower (CEF B2) in English, Pearson Qualifications and Assessments
Recent Work
Squid Games in Unreal Engine 5
Recreation of two of the most famous games of the Netflix series "Squid Game" in UE5 (119.000+ views).
Unreal Engine 5 Advanced Locomotion V4 Soldier
An extension for the Advanced Locomotion V4 package for a soldier character (12.000+ views).
Unreal Engine 5 Particle Simulation
From scrach implementation of various particle systems in Unreal Engine 5.
Deep Aim Assistant
A generic aim assistant application that employs AI (Object Detection) to automatically detect and aim objects in real-time applications without interfering with the actual executable or files of the target application.
KPCA Plus LDA
CKFD algorithm (KPCA Plus LDA) as described in the section 4.3 of the paper KPCA Plus LDA: A Complete Kernel Fisher Discriminant Framework for Feature Extraction Recognition.
Unsupervised Image Retrieval
Image Retrieval through Unsupervised Hypergraph-Based Manifold Ranking as described in the paper Multimedia Retrieval through Unsupervised Hypergraph-based Manifold Ranking.
Volunteering
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Technology Forum Contributor
Tom's Hardware
Year: 2019 - Present
752+ Messages, 195+ Solutions.
Profile