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StamatisOrfanos/README.md

Hi there! 👋 I'm Stamatios Orfanos

🚀 About Me

I'm an AI Architect & Engineer with expertise in designing and implementing AI-driven systems, integrating machine learning models with wearable devices and multi-system architectures. My background spans backend development, scalable data pipelines, real-time AI processing, and cloud/embedded AI deployments.

I have experience in the medical AI field, developing predictive models and web applications for healthcare professionals.


💼 Professional Experience

AI Architect & Engineer - Bioassist (Jan 2025 - Present)

  • Developed end-to-end data pipelines for wearable sensor data.
  • Designed AI system architectures for IoT, edge computing, and cloud-based inference.
  • Built predictive models and anomaly detection for health monitoring.
  • Optimized AI models for embedded devices and cloud environments.
  • Implemented MLOps best practices with MLflow and Kubernetes.

Machine Learning Researcher - Prince of Songkla University, Faculty of Medicine (Mar 2025 - Aug 2025)

  • Developed machine learning models for medical applications.
  • Designed and implemented an AI-driven web platform for clinical decision-making.

Software Engineer - Logicea (Aug 2022 - Aug 2024)

  • Developed custom applications using Java (Spring Boot) and .NET/C#.
  • Migrated data storage systems from file systems to SQL databases.
  • Built real-time applications handling high API request loads with Java and GraphQL.

Other Roles:

  • Information Technology Specialist - Hellenic Air Force (2021-2022)
  • Junior & Internship Backend Developer - Logicea (2021)

🎓 Education

  • PhD Candidate (2025 - Present) - Vision and Language Models for Image Analysis
  • Master’s in Artificial Intelligence (2022 - 2024) - 9.09/10
  • Bachelor’s in Digital Systems (2017 - 2021) - 8.23/10

🛠 Technical Skills

Programming & Software Development

  • Backend: Java | Spring Boot | REST API | GraphQL | Python | Flask | Django
  • Databases: PostgreSQL | MySQL | MongoDB | SQL Server
  • Frontend (Basic Knowledge): React | JavaScript

Machine Learning & AI

  • ML/DL Libraries: PyTorch | TensorFlow | Scikit-learn | HuggingFace
  • Visualization: Matplotlib | Seaborn | PIL

MLOps & DevOps

  • Tools: MLflow | Kubernetes | Docker | CI/CD (AWS, GitHub Actions)
  • Cloud: AWS Ecosystem | Cloud-based AI Deployments

Soft Skills

  • Problem-solving | Leadership | Teamwork | Time Management | Client Communication

🌱 Currently Exploring

  • MLOps & AI Deployments for scaling ML models in production.
  • Edge AI & Wearable AI Systems.
  • Vision & Language Models for multi-modal analysis.

📊 GitHub Stats

Top Langs


Thanks for stopping by! 😃

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  1. Extended-Masked-Attention-Mask-Transformer Extended-Masked-Attention-Mask-Transformer Public

    This is the repository that contains the implementation of my Master's Thesis

    Python 1

  2. Reinforcement_Learnign_2D_Path_Optimization Reinforcement_Learnign_2D_Path_Optimization Public

    This is my undergraduate thesis for path optimization in an open, stochastic grid environment using RL methods like E-greedy strategy and Monte Carlo-Temporal Difference Hybrid

    Python 4 1

  3. MusicVideoClipRetrival MusicVideoClipRetrival Public

    This is a project for my Masters degree, for the Multimodal master degree course

    Jupyter Notebook

  4. info-cinemas info-cinemas Public

    Σταμάτης Ορφανός Πληροφοριακά Συστήματα Σεπτέμβριος 2020

    HTML 5

  5. Information_Retrieval_Project Information_Retrieval_Project Public

    Java