<dev> AI Engineer & Software Designer </dev>
AI Engineer & Software Designer with a research background in bias mitigation, federated learning and edge AI.
About
Emmanouil Maragkoudakis
AI Engineer • Software Designer
AI Engineer with a strong academic background and hands-on experience in artificial intelligence, backend development and robotics.
Published researcher in AI bias and edge computing. Passionate about building practical and impactful AI solutions.
Projects
FineLine
AI-powered personal finance dashboard: Built an end-to-end system using a fine-tuned BERT classifier for transaction categorization, ML-based spending forecasting, and an LLM (Gemini) agent for personalized financial insights and recommendations. From data preprocessing to training and deployment, created a seamless user experience for managing finances effectively.
NeverMiss
AI-curated concert recommendations from your Spotify taste, focused on upcoming shows in Greece. NeverMiss analyzes your Spotify listening history and matches it with upcoming concerts and live events.
fauxllama
Drop-in Ollama-compatible API server that "tricks" VS Code Copilot Chat into talking to your own backend for RAG Knowledge Base Systems and unsupported model providers like Azure OpenAI. Easy setup in VS Code through the byok.ollamaEndpoint setting.
FaxChat
An ESP8266-powered receipt printer programmed in C, FastAPI/SQLite/Redis backend server, and Java Android app that allows my family "fax" me messages delivered instantly to my desk.
Experience
AI Engineer & Software Developer · Hellenic Center of Development and Innovation (HCDI)
Sep 2025 – Present- AI solutions development and software engineering for defense applications.
- Setup and maintenance of AI infrastructure and pipelines on Azure Cloud.
- Development of internal knowledge-base RAG systems using LLMs for enhanced information retrieval.
AI Engineer · Neuropublic
Oct 2022 – Present- System requirements analysis, database design, and AI application development.
- Development of RAG knowledge-base systems using LLMs for various applications.
- Design and implementation of AI-powered chatbots for farmer support.
- Database design and optimization for large-scale agricultural and municipal data management.
Backend Developer · Eummena
Jan 2022 – Oct 2022- Backend development on educational platforms.
- Gitlab Project Management Dashboard design and implementation.
- Reporting system development for educational data analysis.
Programming & Robotics Instructor · Astrolab Education
Jan 2020 – Jan 2023- Curriculum design and Python teaching (PCAP certification)
- Website maintenance and development using Grav CMS.
Researcher (Internship) · Institute of Information and Communication Technologies
Jun 2021 – Sep 2021- Research and experimental development on mitigating bias in AI.
- GAN model training and evaluation for face synthesis applications.
- Balanced dataset creation and analysis for bias reduction.
Education
M.Phil. Computer Science (AI focus: Bias Mitigation, FL, Edge AI)
2023 – 2025 · GPA 10/10Harokopio University of Athens · Kallithea
B.Sc. Computer Science & Telematics
2018 – 2022 · GPA 8.92/10Harokopio University of Athens · Kallithea