https://github.com/mbarbetti/mbarbetti
:octocat: My GitHub profile
https://github.com/mbarbetti/mbarbetti
github-profile github-profile-readme
Last synced: 11 months ago
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:octocat: My GitHub profile
- Host: GitHub
- URL: https://github.com/mbarbetti/mbarbetti
- Owner: mbarbetti
- Created: 2021-11-26T13:17:54.000Z (about 4 years ago)
- Default Branch: main
- Last Pushed: 2025-02-06T22:54:28.000Z (11 months ago)
- Last Synced: 2025-02-06T23:29:54.292Z (11 months ago)
- Topics: github-profile, github-profile-readme
- Homepage:
- Size: 82 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
Ciao! 👋🏻 I am Matteo
Data Scientist @ Accenture CoE for AI & GenAI
### About Me
🧑🏻💻 I am a **Data Scientist** at the _Center of Excellence for AI & GenAI_ at [Accenture](https://www.accenture.com).
🎓 I hold a **PhD in Smart Computing** from the [University of Firenze](https://www.unifi.it/en).
👨🏻🔬 Previously, I was a **Technological Researcher** at [INFN-CNAF](https://www.cnaf.infn.it/en), focusing on AI applications for **Particle Physics**.
🤝🏻 As an academic, I was a **member** of both the [National Institute for Nuclear Physics (INFN)](https://home.infn.it/en/) and the [LHCb Collaboration @ CERN](http://lhcb.web.cern.ch/).
### Recent Academic Projects
- Generative Models (e.g., GANs) for **Flash Simulation** in the LHCb experiment:
- Developed, trained, and optimized deep generative models for High Energy Physics (HEP) simulations.
- See: [pidgan](https://github.com/mbarbetti/pidgan), [calotron](https://github.com/mbarbetti/calotron), [tf-gen-models](https://github.com/mbarbetti/tf-gen-models)
- **Hyperparameter Optimization as a Service:**
- Designed and implemented an orchestration system for hyperparameter optimization via HTTP requests.
- See: [hopaas](https://hopaas.cloud.infn.it), [hopaas_client](https://github.com/landerlini/hopaas_client), [optunapi](https://github.com/mbarbetti/optunapi)
- **GenAI-powered Digital Agent** for user support at the CNAF Data Center.
### Interests
- Deep Generative Models (particularly GANs)
- Transformers & attention-driven models
- Bayesian optimization techniques
- Graph Neural Networks
### Contacts
📫 How to reach me:
💬 My social profiles:
🗂️ My academic social profiles:
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