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rubenfb23/README.md

Rubén Fernández Boullón

Developer focusing on AI projects

Applied AI R&D Engineer badge Autonomous Systems Team Lead badge Multilingual badge


🔍 Snapshot

  • 🚀 AI R&D at Universidade de Vigo’s LIA2, deploying ML into healthcare, manufacturing, and logistics products.
  • 🧠 Founder of Odato, building Jetson Orin computer-vision systems for fast, reliable data capture.
  • 🏁 Led UVigo Motorsport’s 28-person AI team, making a Formula Student oneseater driverless.

✨ Impact Highlights

  • AI R&D @ LIA2 (2023—present): Python · FastAPI · React · SQLAlchemy · PyTorch · Keras · TensorFlow · MLflow · Supabase
  • Odato Founder (2023—present): DeepStream · TensorRT · YOLO · FastAPI · JavaScript · Jetson Orin · product & go-to-market leadership
  • UVigo Motorsport (2022—2023): Stereoscopic CV · ROS bus · CAN integration · stakeholder orchestration under racing deadlines

🎯 Projects in Motion

  • 🤖 Autonomous racing stack delivering perception, ROS messaging, and CAN telemetry for Formula Student UK.
  • 🏥 Production ML delivery pipelines serving cross-industry clients with monitoring-ready deployments.
  • 📚 Open-source framework for high-throughput LLM activation streaming (multi-GB/s) with minimal inference overhead, supporting interpretability research in transformer models.

🧰 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 applied AI collaborations, open-source contributions, and autonomous systems challenges.

Pinned Loading

  1. STRAP-LLM STRAP-LLM Public

    Streaming Transformer Activation Pipeline

    Python 1

  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