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frbinucci/README.md

Hi, I’m Francesco Binucci (aka Dr. B) 👋

I’m a postdoctoral researcher at the National Inter-University Consortium for Telecommunications (CNIT), Italy. 🔬📡
I earned my Ph.D. in Industrial and Information Engineering from the University of Perugia (Italy) in April 2025 🎓
Right now I’m focusing on goal-oriented communications and network optimization for edge inference — trying to get the right information where it matters, fast. ⚡🧠

🔎 Research interests

  • Goal-oriented / semantic communications 🧩
  • Edge inference / edge intelligence 🧠📍
  • Network optimization & resource allocation ⚙️📈
  • Wireless & telecom systems 📶

💻 Dialects I use to convince computers

  • Python 🐍 (prototyping, experiments, data/ML tooling)
  • MATLAB 📊 (modeling, simulations, optimization)
  • Java ☕ (coursework & projects)

✈️🧳🧱 Personal corner

When I’m not optimizing networks, you’ll probably find me:

  • Looking at airplanes (and pretending I can identify them all) ✈️👀
  • Planning or doing trips 🌍🧳
  • Building LEGO constructions, one missing piece at a time 🧱🙂

📫Contact

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  1. CLOWiOpt CLOWiOpt Public

    This repository contains the code for the paper "Resource Management for Edge-Assisted Learning with Deterministic Reliability Constraints", presented at WiOpt 2025

    Python 1

  2. DNN_Splitting DNN_Splitting Public

    DNN Splitting for Edge Assisted Inference with Convolutional Neural Networks

    MATLAB 1