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federicobrancasi/README.md

👋 Hey, I'm Federico - Let's Code the Future Together!

Greetings from my coding corner! I'm Federico, an enthusiastic explorer in the expansive realm of computer science. Currently, I'm a Research Engineer at Microsoft working on AI features for VS Code, after conducting ML research at CERN on model optimization techniques and completing my Master's thesis research at ETH Zurich on AI model quantization. I'm on the lookout for like-minded visionaries eager to shape the future alongside me.

🌐 Let's Connect and Collaborate

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  1. Deep-Learning Deep-Learning Public

    Comprehensive LaTeX-based deep learning guide with custom TikZ illustrations

    TeX 89 20

  2. pulp-platform/DeepQuant pulp-platform/DeepQuant Public

    A Python library for true quantization of neural networks

    Python 8 5

  3. Enhanced-File-Explorer-for-Chrome Enhanced-File-Explorer-for-Chrome Public

    Improves chrome's file explorer when browsing local files.

    JavaScript 3

  4. Mathematics Mathematics Public

    Detailed notes and exercises for the "Mathematics for Machine Learning" specialization of Imperial College London.

    Jupyter Notebook 4

  5. neural-anomaly-metric neural-anomaly-metric Public

    Per-image quality assessment for quantized diffusion models using anomaly detection on Vision Transformer features. A more granular alternative to FID and CLIP.

    Python

  6. quantdiff quantdiff Public

    Automated mixed-precision quantization framework for sensitivity-driven optimization using FID and CLIP metrics with bit allocation.

    Python