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@aliallouf
aliallouf
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Ali Allouf aliallouf

Leveraging a background in Communications and Electronics Engineering to develop autonomous systems through Digital Twins and AI-driven Network Intelligence.

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aliallouf /README.md

Hi there, I'm Ali Allouf πŸ‘‹

Ali's Stats Top Langs

πŸ“‘ Professional Summary

I am a Data Scientist and Dual-Degree MSc candidate specializing in Data Science and Network Intelligence at Telecom SudParis. With a background in Telecommunication Engineering, my expertise ranges from Python automation and machine learning to 5G network architecture and cloud-edge integration.

  • πŸ”­ Currently focusing on: Digital Twins, Digital Twins Modeling, Real-time emotion recognition, 5G Architecture, and Network Intelligence.
  • πŸŽ“ Education: Pursuing MSc degrees at Institut Polytechnique de Paris and University of Calabria.
  • 🏫 Experience: Research intern at Institut Polytechnique de Paris.

πŸ›  Tech Stack

Python TensorFlow OpenCV AWS Linux

πŸ“š Published Research

  • On Two Novel Generalized Versions of Diffie-Hellman Key Exchange Algorithm (2024)
  • A Novel Security Scheme for The Encryption and Decryption Of ×ば぀2 Fuzzy Matrices (2023)
  • Applications of Fusion Neutrosophic Number Theory in Public Key Cryptography (2022)

🀝 Connect with Me

πŸ”₯ Activity

Pinned Loading

  1. smart-museum-emotion-recognition smart-museum-emotion-recognition Public

    A real-time emotion recognition system for smart museum environments. This project uses computer vision and machine learning to analyze visitor facial emotions from live video streams, providing in...

    Python 1

  2. SmartMuseum-EmotionAnalytics-AWS SmartMuseum-EmotionAnalytics-AWS Public

    Cloud-Enhanced Visitor Experience: Emotion Detection and Analytics in a Smart Museum using AWS

    Python 1

  3. Predicting-Video-Streaming-Quality-of-Experience-QoE Predicting-Video-Streaming-Quality-of-Experience-QoE Public

    This project analyzes the Poqemon-QoE-Dataset to predict the Mean Opinion Score (MOS) for video streaming in mobile networks.

    Jupyter Notebook 1

  4. 5G-Wave-Propagation-Analysis 5G-Wave-Propagation-Analysis Public

    This project analyzes environmental and spatial factors influencing 5G signal strength (Received_Power_dBm).

    Jupyter Notebook 1

  5. Virtual-Sensor-DT-Implementation Virtual-Sensor-DT-Implementation Public

    A Consolidated Digital Twin (cDT) implementation based on the Minerva et al. survey. Features a 3-space architectural model (Physical, Virtualization, Application) with Strong Entanglement, Replica...

    Python

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