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valinsogna/README.md

Hi there 👋

I'm Valeria

Newly graduate student of master degree course "Data Science and Artificial Intelligence" @ DSSC - Units

  • 🎓 BSc in Physics @ University of Milan
  • 📚 MSc in Data Science and Scientific Computing - AI
  • 📈 Interested in LLMs and MARL models.
  • 👩🏻‍💻 Passion for programming
  • ⚡ Fun fact: I am a former amateur theater actress

🔥 Most proud project:

  • GovTaxOptimal_RL - thesis project RL framework designed to simulate and optimize government taxation policies. Focused on balancing economic equality and consumption, it employs state-of-the-art RL algorithms, PPO and SAC, to navigate wealth taxation strategies across various economic scenarios, aiming to achieve optimal wealth distribution and economic efficiency
  • GPTGram - Telegram chatbot API using decoder-only transformer LLM
  • AutoMLP-GA - Automation of topology-optimization for Multi-Layer Perceptrons using Genetic Algorithms for classification tasks

🔍 Projects apart from pinned:

📫 Contact: valinsogna@gmail.com

LinkedIn

Pinned Loading

  1. SilvioBaratto/GPTGram SilvioBaratto/GPTGram Public

    Python Telegram chatbot API using generative pretraining transformers

    Python 4 1

  2. ReinForceMate ReinForceMate Public

    Advanced RL algorithms for two simplified versions of chess. Shortest Path finds the minimal moves between two cells based on piece capabilities. Capture Pieces trains against random opponents aimi…

    Jupyter Notebook 1 1

  3. IR_BIM_model IR_BIM_model Public

    Python-based Information Retrieval system leveraging the BIM probabilistic model. Features include handling free-form text queries, relevance & pseudo-relevance feedback. Performance is rigorously …

    Jupyter Notebook

  4. mibbim/DL_diffusion_model mibbim/DL_diffusion_model Public

    A diffusion model implementation for the Deep Learning Curse at Units

    Python 1

  5. 2021Assignement01 2021Assignement01 Public

    MPI programs exploring parallel computing techniques. It implements a message-passing ring topology, benchmarks point-to-point MPI performance, and studies various computational tasks like the Jaco…

    HTML

  6. FiniteDiffPDESolver FiniteDiffPDESolver Public

    An insightful collection of finite difference methods to solve elliptic PDEs. This repository provides interactive exercises, from basic grid generation to advanced boundary value problem solutions…

    Jupyter Notebook 1