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VittorioRossi/README.md

πŸ’« About Me:

Hi, I'm Vittorio. I'm an MSc AI student at Bocconi University focused on building the next generation of "solid & real" AI. My philosophy is that the next paradigm shift will come from breakthroughs in model efficiency and memory. I'm not just chasing benchmarks; I'm building tools that solve real-world, industrial-scale problems.

  • πŸš€ My Research: I'm the lead author of "More Efficient Text Diffusion via Length Prediction" , a manuscript in preparation that introduces a novel, efficient inference technique for diffusion LLMs.
  • πŸ› οΈ My "Builder" Project: I created and open-sourced CodeGraph , a full-stack tool (React, FastAPI, Neo4j) that bridges LLMs with complex codebases by structuring them into a queryable knowledge graph.
  • πŸ’‘ My Core Interest: My thesis and work (like at Commerce Clarity ) are focused on proving that small, domain-specialized models (SLMs) can achieve state-of-the-art performance on vertical tasks with a fraction of the compute cost of generalist models.

🌐 Socials:

LinkedIn Reddit email

πŸ’» Tech Stack:

NumPy Pandas PyTorch Plotly TensorFlow scikit-learn Scipy Matplotlib GitHub Actions Git GitHub Firebase MySQL Neo4J MongoDB Nginx LaTeX R Python PHP Google Cloud OVH AWS HTML5 Vue.js FastAPI nVIDIA Laravel Selenium


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  1. diffusion-llms diffusion-llms Public

    Forked from giacomo-ciro/diffusion-llms

    More Efficient Text Diffusion via Length Prediction.

    Jupyter Notebook 1

  2. GraphyDocs GraphyDocs Public

    Python 2 1

  3. llms-for-ts llms-for-ts Public

    Undergraduate thesis repository to evaluate the usage of LLMs as zero-shot time series forecasting models.

    Jupyter Notebook

  4. vittoriorossi.github.io vittoriorossi.github.io Public

    My portfolio

    HTML

  5. crowd-flow-estimation crowd-flow-estimation Public

    Forked from flaviocaroli/CV-crowd-flow-estimation-

    Studying the impact of receptive field in crowd flow estimation

    Jupyter Notebook