Most of my time goes into deep learning and reinforcement learning. I take ideas out of papers and turn them into systems that actually run.
Read the CV →Experience
Ubitech
Machine Learning Engineer
AI for EU-funded projects. Deploying on Kubernetes and cloud. Site Security Officer for the secure room at the Limassol office, security-cleared by the DSA of Cyprus.
Wargaming
Research Collaboration / RL
Offline Reinforcement Learning in World of Tanks, Off-Policy Evaluation.
University of Cyprus
Teaching Assistant
Computational Neuroscience master course.
AC Goldman
Data Scientist Intern
XAI (LIME, SHAP) Credit Scoring ML system.
Education
MSc in Artificial Intelligence
University of Cyprus
Deep Learning, NLP, Computer Vision, AI Ethics
BSc in Computer Science
University of Cyprus
Data Structures, Algorithms, Machine Learning, OS
Publications
Multi-Agent System for Automated Red Teaming Workflows: Methodology and Architecture
Manuscript PDF
Adaptive Policy-Driven Network Intelligence for Edge-to-Cloud Continuum
31st ICE IEEE/ITMC Conference (Valencia, Spain)
Explanation-Driven Adversarial Attacks against Multimedia Edge Applications
6th International Conference in EEITE, Greece
Adversarial Explanations for Informed Civilian and Environmental Protection
IEEE International Conference on Big Data (pp. 2672-2681)
AI-fuelled Dimensioning and Optimal Resource Allocation of 5G/6G Wireless Communication Networks
IEEE MeditCom (pp. 413-418)
Skills and tools
Programming Languages
Python · Java · C · JavaScript
Machine Learning
Huggingface · TensorFlow · PyTorch · OpenCV · CUDA · TorchRL · NLTK · SpaCy · Langchain
Databases
SQL · NoSQL · Hadoop · MongoDB · InfluxDB · ElasticSearch · Kafka
Cloud Platforms
Amazon Web Services (AWS) · Google Cloud Platform (GCP)
Frameworks
Docker · Kubernetes · Django · Flask · FastAPI · Metasploit
Frontend
HTML · CSS · JavaScript · ReactJS · ReactNative · NodeJS · Bootstrap

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