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Achievement: Galaxy BrainAchievement: Pair Extraordinairex3Achievement: YOLOAchievement: Pull SharkAchievement: Arctic Code Vault Contributor

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mbarbetti/README.md

Ciao! 👋🏻 I am Matteo

Artificial Intelligence researcher

mbarbetti

About me

🧑🏻‍💻 I am a technological researcher at INFN-CNAF

🎓 I have recently obtained the PhD in Smart Computing at the University of Firenze

🤝🏻 I am member of the National Institute for Nuclear Physics (INFN) and of the LHCb Collaboration @ CERN

🚧 I am currently working on:

  • Generative models for the Flash Simulation of the LHCb experiment (see: pidgan, calotron, tf-gen-models)
  • Orchestration of hyperparameters optimization via HTTP requests (see: hopaas, hopaas_client, optunapi)
  • GenAI-powered digital agent for supporting the users of the CNAF Data Center

💡 I am interested about:

  • Deep Generative Models (in particular, GANs)
  • Transformers and attention-driven models
  • Graph Neural Networks
  • Bayesian optimization

Contacts

📫 How to reach me:

💬 My social profiles:

🗂️ My academic social profiles:

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  1. pidgan pidgan Public

    📦 GAN-based models to flash-simulate the LHCb PID detectors

    Python 4 2

  2. calotron calotron Public

    📦 Transformer-based models to flash-simulate the LHCb ECAL detector

    Python 1

  3. landerlini/scikinC landerlini/scikinC Public

    Set of tools to translate scikit learn and keras neural network in plain C

    C 5 2

  4. landerlini/hopaas_client landerlini/hopaas_client Public

    Hyperparameter Optimization as a Service (Client)

    Python 3