Ilias Balampanis Email & Phone Number

Athens, Greece

Athens, Greece

Technical Contributions:1. Data Collection & Preprocessing: Collect and preprocess data using tools such as Scala, Python, Elasticsearch, and SQL, ensuring data quality and integrity. Leverage data pipelines to handle both structured and unstructured data, supporting real-time analytics and machine learning workflows.2. Machine Learning & GenAI: Design and apply machine learning models to meet project requirements, with experience in Threat Intelligence algorithms, NLP, Computer Vision, and advanced GenAI methods. Develop and fine-tune large language models (LLMs) for domain-specific tasks, enhancing automation and generating context-aware insights.3. Retrieval-Augmented Generation (RAG): Integrate RAG methods into data workflows, utilizing open-source LLMs to boost information retrieval efficiency and provide contextually enriched responses for decision-making processes. Apply RAG to optimize internal knowledge bases and support data-driven applications.4. Data Visualization: Use tools such as Kibana and Grafana to visualize complex datasets, enabling actionable insights through interactive dashboards. Incorporate AI-generated narratives to further enrich data storytelling for stakeholders.5. Open Source Intelligence (OSINT): Assist in gathering open-source data via web scraping and crawling techniques, providing valuable information for threat intelligence and market analysis, with the integration of GenAI to refine and summarize collected data.Non-Technical Contributions:1. Documentation: As part of the team, I contribute to producing the project documentation, aiding in meeting our objectives and deadlines.2. Project Proposal Submission: My role involves assisting in the preparation and submission of project proposals for EU-funded initiatives, following the guidelines and procedures necessary for such applications.

Athens, Attiki, Greece

Committed to enhance the learning experience for students in the professor's Spinellis 'Programming II" and 'Software Engineering in Practice (SEIP)' courses of the Department of Management Science and Technology of the Athens University of Economics and Business. My responsibilities span both research and teaching, with a particular emphasis on practical applications of software engineering concepts.Teaching Contributions:1. Git and GitHub2. Java (References, Objects, Inheritance, Resolution and Subtyping)3. DevOps, Docker, Kubernetes4. Software Design PatternsLab Assistance:1. Automated Code Building2. Unit Testing3. Developing CI/CD pipelines4. Design Patterns

Chania, Greece

Website products database administration.

Chania, Greece

Non-compulsory student internship in the context of the most correct completion of the study program. The sector was server security and management.