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Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

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rubenfb23/README.md

Rubén Fernández Boullón

Developer focusing on AI projects

Applied AI Researcher badge LLM behavior and explainability badge Multilingual badge

🔍 Snapshot

  • 🎓 Applied AI researcher at the University of Vigo’s Applied Artificial Intelligence Lab (LIA2), Spain.
  • 🔬 Research line: LLM behavior analysis and AI explainability, combining external observation and internal mechanism analysis.
  • 🏥 Building and deploying ML systems for healthcare, manufacturing, and logistics.

🧭 Research Focus

  • LLM behavior analysis across real usage scenarios.
  • Explainability methods to better understand model decisions.
  • Integration of research workflows with production-ready ML engineering.

✨ Experience Highlights

  • AI R&D @ LIA2 (2023—present): End-to-end ML development and deployment for cross-industry applications.
  • Autonomous Systems Team Lead (2021—2023): Led a 28-person AI research team delivering a driverless Formula Student vehicle.
  • Open Source: Actively interested in contributing to collaborative AI tooling and research-oriented software.

🧰 Tech Palette

PyTorch · TensorFlow · Keras · scikit-learn · Pandas · MLflow · DeepStream · TensorRT · YOLO Python · FastAPI · Node.js · React · Svelte · TypeScript · SQLAlchemy · HTML/CSS · C/C++ · Java Jetson · ROS · CAN-bus · Docker · Git · Bash · Linux

🤝 Let’s Collaborate

Email Rubén LinkedIn Rubén Fernández Boullón Rubén CV

Open to research collaborations, applied AI roles, and open-source initiatives in trustworthy and explainable AI.

Pinned Loading

  1. STRAP-LLM STRAP-LLM Public

    Streaming Transformer Activation Pipeline

    Python

  2. AutoPaperwork AutoPaperwork Public

    Local RAG to autofill documents with full security.

    Python 1

  3. IOT-data-logger IOT-data-logger Public

    Rust

  4. Quantum-drone-pathplanning Quantum-drone-pathplanning Public

    Python 1