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wakaflocka17/README.md

Hi 👋, I'm Francesco

A passionate PhD student who likes to experiment and discover new things.

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🔗 Connect with Me

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👨‍💻 About Me

  • 🎓 PhD Student in Teaching & Learning Sciences @ University of Cagliari.
    I work on Retrieval-Augmented Generation (RAG), Information Retrieval, and Recommender Systems,
    with a focus on confidentiality-aware and personalised learning.
  • 💼 All of my research activities and projects are available here.
  • 📫 Contact me at francesco.congiu@acm.org.

📈 GitHub Stats

🐱 My GitHub Data

📦 1.7 MB Used in GitHub's Storage

🏆 0 Contributions in the Year 2026

🚫 Not Opted to Hire

📜 12 Public Repositories

🔑 5 Private Repositories

I Mostly Code in Python

Python                   8 repos             ██████████░░░░░░░░░░░░░░░   40.00 % 
TeX                      2 repos             ██░░░░░░░░░░░░░░░░░░░░░░░   10.00 % 
Jupyter Notebook         2 repos             ██░░░░░░░░░░░░░░░░░░░░░░░   10.00 % 
TypeScript               1 repo              █░░░░░░░░░░░░░░░░░░░░░░░░   05.00 % 
MATLAB                   1 repo              █░░░░░░░░░░░░░░░░░░░░░░░░   05.00 %

Last Updated on 04/01/2026 01:26:44 UTC

Focused on Retrieval-Augmented Generation, Confidential AI, and Recommender Systems for Education.

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  1. RetrievEM RetrievEM Public

    This repository implements a Retrieval Augmented Generation (RAG) pipeline for processing textual data. Includes pre-processing, embedding creation, semantic search via QDrant, and LLM response gen…

    Python 3

  2. DLA_DEEPFAKEDETECTION DLA_DEEPFAKEDETECTION Public

    This repository contains code for training and evaluating deepfake detection models using the OpenForensics dataset.

    Python 2

  3. DLA_LLMSANALYSIS DLA_LLMSANALYSIS Public

    This repository contains code for training and evaluating Encoder-Only/Decoder-Only/Encoder-Decoder/Enseble models using the Stanford IMDb dataset.

    Jupyter Notebook 1

  4. VGD_BIO-ZERO VGD_BIO-ZERO Public

    Lab project following the lead of implementing an RPG on Unity

    C# 1 1

  5. CN_SMALLWNETWORK CN_SMALLWNETWORK Public

    In this project, a SmallWorld type network is used, which is not oriented, so the implementation of several centrality indices is required, including: Exponential-Subgraph Centrality, Resolvent-Sub…

    MATLAB 1

  6. DM_REGRESSION DM_REGRESSION Public

    This project aims to conduct an in-depth analysis of four separate datasets. The primary objective is to apply regression techniques using different predictive models for each dataset.

    Jupyter Notebook 2 1